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ORCIDLei Li 0005
Person information
- affiliation: Carnegie Mellon University, PA, USA
- affiliation (former): University of California Santa Barbara, CA, USA
- affiliation (former): ByteDance AI Lab, Beijing, China
- affiliation (former): University of California, Berkeley, Computer Science Division, CA, USA
- affiliation (former): Carnegie Mellon University, Computer Science Department, Pittsburgh, PA, USA
Other persons with the same name
- Lei Li — disambiguation page
- Lei Li 0001
![[0000-0002-0688-9619]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-0688-9619")
— Florida International University, School of Computing and Information Sciences, Miami, FL, USA - Lei Li 0002 — Hefei University of Technology, School of Computer and Information, China (and 1 more)
- Lei Li 0003 (aka: Lei Thor Li) — Hong Kong University of Science and Technology (and 1 more)
- Lei Li 0004 — Baylor College of Medicine: Houston, TX, USA (and 2 more)
- Lei Li 0006 — Duke University, Department of Mathematics, Durham, NC, USA (and 2 more)
- Lei Li 0007 — Zhejiang University, State Key Laboratory of Fluid Power and Mechatronics Systems, Hangzhou, China
- Lei Li 0008 — Shandong University of Finance and Economics, School of Computer Science and Technology, Jinan, China (and 1 more)
- Lei Li 0009 — Beijing University of Posts and Telecommunications, School of Computer, China
- Lei Li 0010 — South China University of Technology, School of Electronic and Information Engineering, Guangzhou, China
- Lei Li 0011 — South China Agricultural University, College of Economics and Management, Guangzhou, China
- Lei Li 0012 — University of Connecticut, Department of Computer Science and Engineering, Storrs, CT, USA
- Lei Li 0013 — Qingdao University, School of Basic Medical Science / School of Data Science and Software Engineering, China (and 1 more)
- Lei Li 0014 — Jiangnan University, Business School, Wuxi, China
- Lei Li 0015 — George Mason University, Department of Statistics, Fairfax, VA, USA
- Lei Li 0016 — Central South University, Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring, Changsha, China
- Lei Li 0017 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Lei Li 0019 — National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China
- Lei Li 0020 — University of Oxford, Institute of Biomedical Engineering, UK (and 2 more)
- Lei Li 0021 — Kennesaw State University, College of Computing and Software Engineering, GA, USA (and 2 more)
- Lei Li 0022 — Sun Yat-sen University, Department of Computer Science, Guangzhou, China
- Lei Li 0023 — Cornell University, Ithaca, NY, USA (and 1 more)
- Lei Li 0024 — California Institute of Technology, Department of Electrical Engineering, Pasadena, CA, USA
- Lei Li 0025 — China University of Petroleum, College of Science, Qingdao, China (and 1 more)
- Lei Li 0026 — University of Alberta, Department of Mechanical Engineering, Edmonton, AB, Canada
- Lei Li 0027 — Harbin Institute of Technology, School of Electrical Engineering and Automation, China
- Lei Li 0028 — Shangdong Technology and Business University, School of Information and Electronic Engineering, Yantai, China (and 1 more)
- Lei Li 0029 — Zhengzhou University, School of Physics and Engineering, China (and 1 more)
- Lei Li 0030 — Virginia Polytechnic Institute and State University, Department of Electrical and Computer Engineering, Blacksburg, VA, USA (and 1 more)
- Lei Li 0031 — Xidian University, School of Mechano-Electronic Engineering, Xi'an, China
- Lei Li 0032 — Northwestern Polytechnincal University, Department of Engineering Mechanics, Xi'an, China
- Lei Li 0033 — Southwest Jiaotong University, MoE Key Laboratory of Magnetic Suspension Technology and Maglev Vehicle, Chengdu, China
- Lei Li 0034 — State Grid Shandong Electric Power Company, Jinan, China
- Lei Li 0035 — University of Franche-Comté, France
- Lei Li 0036 — Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
- Lei Li 0037 — Beijing Normal University, Department of Information Management, Beijing, China (and 1 more)
- Lei Li 0038 — École Polytechnique, LIX, Paris, France (and 1 more)
- Lei Li 0039 — University of Hong Kong, Hong Kong (and 1 more)
- Lei Li 0040 — Zhejiang University, Hangzhou, China
- Lei Li 0041 — Fujitsu R&D Center, Ocean International Center, Beijing, China
- Lei Li 0042 — Hong Kong Baptist University, Department of Computer Science, Kowloon, Hong Kong
- Lei Li 0043 — East China Normal University, School of Data Science and Engineering, Shanghai, China (and 1 more)
- Lei Li 0044 — Tongji University, College of Electronic and Information Engineering, Shanghai, China (and 1 more)
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2020 – today
- 2024
[c164]Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang:
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. AAAI 2024: 22141-22149- [c163]Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Wang:
Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement. ACL (1) 2024: 15474-15492 - [c162]Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li:
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions. ACL (Findings) 2024: 15654-15669 - [c161]Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang:
Provable Robust Watermarking for AI-Generated Text. ICLR 2024 - [c160]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DE-COP: Detecting Copyrighted Content in Language Models Training Data. ICML 2024 - [c159]Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin:
SurfPro: Functional Protein Design Based on Continuous Surface. ICML 2024 - [c158]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li:
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. ICML 2024 - [c157]Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj Singh, William Yang Wang, Lei Li:
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. KDD 2024: 2991-3000 - [c156]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. NAACL-HLT (Findings) 2024: 1429-1445 - [c155]Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. NAACL-HLT (Findings) 2024: 2765-2781 - [i151]Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang:
Weak-to-Strong Jailbreaking on Large Language Models. CoRR abs/2401.17256 (2024) - [i150]Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li:
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models. CoRR abs/2402.02801 (2024) - [i149]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Permute-and-Flip: An optimally robust and watermarkable decoder for LLMs. CoRR abs/2402.05864 (2024) - [i148]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DE-COP: Detecting Copyrighted Content in Language Models Training Data. CoRR abs/2402.09910 (2024) - [i147]Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Yang Wang:
Perils of Self-Feedback: Self-Bias Amplifies in Large Language Models. CoRR abs/2402.11436 (2024) - [i146]Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang:
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. CoRR abs/2402.11818 (2024) - [i145]Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li:
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. CoRR abs/2402.14315 (2024) - [i144]Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li:
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions. CoRR abs/2402.18025 (2024) - [i143]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR abs/2403.04735 (2024) - [i142]Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang:
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. CoRR abs/2403.12339 (2024) - [i141]Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin:
SurfPro: Functional Protein Design Based on Continuous Surface. CoRR abs/2405.06693 (2024) - [i140]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li:
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. CoRR abs/2405.08205 (2024) - [i139]Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li:
Evaluating Durability: Benchmark Insights into Multimodal Watermarking. CoRR abs/2406.03728 (2024) - [i138]Wenda Xu, Jiachen Li, William Yang Wang, Lei Li:
BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM. CoRR abs/2406.12168 (2024) - [i137]Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li:
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. CoRR abs/2406.13869 (2024) - [i136]André V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira:
LumberChunker: Long-Form Narrative Document Segmentation. CoRR abs/2406.17526 (2024) - [i135]Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan:
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. CoRR abs/2407.05975 (2024) - 2023
- [c154]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. AAAI 2023: 12616-12625 - [c153]Siqi Ouyang, Rong Ye, Lei Li:
WACO: Word-Aligned Contrastive Learning for Speech Translation. ACL (1) 2023: 3891-3907 - [c152]Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang:
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. ACL (1) 2023: 5166-5183 - [c151]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. ACL (1) 2023: 9890-9908 - [c150]Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu:
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation. ACL (Findings) 2023: 11518-11533 - [c149]Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li:
Pre-trained Language Models Can be Fully Zero-Shot Learners. ACL (1) 2023: 15590-15606 - [c148]Siqi Ouyang, Lei Li:
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. EMNLP (Findings) 2023: 3114-3128 - [c147]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. EMNLP 2023: 5967-5994 - [c146]Danqing Wang, Lei Li:
Learning from Mistakes via Cooperative Study Assistant for Large Language Models. EMNLP 2023: 10667-10685 - [c145]Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu:
Extrapolating Multilingual Understanding Models as Multilingual Generators. EMNLP (Findings) 2023: 15432-15444 - [c144]Zhenqiao Song, Lei Li:
Importance Weighted Expectation-Maximization for Protein Sequence Design. ICML 2023: 32349-32364 - [c143]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. ICML 2023: 41770-41785 - [c142]Xuandong Zhao, Yu-Xiang Wang, Lei Li:
Protecting Language Generation Models via Invisible Watermarking. ICML 2023: 42187-42199 - [c141]Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou:
Accelerating Antimicrobial Peptide Discovery with Latent Structure. KDD 2023: 2243-2255 - [c140]Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li:
Statistical Knowledge Assessment for Large Language Models. NeurIPS 2023 - [c139]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. NeurIPS 2023 - [i134]Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui:
A Survey for In-context Learning. CoRR abs/2301.00234 (2023) - [i133]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. CoRR abs/2302.02285 (2023) - [i132]Xuandong Zhao, Yu-Xiang Wang, Lei Li:
Protecting Language Generation Models via Invisible Watermarking. CoRR abs/2302.03162 (2023) - [i131]Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Jiajun Chen, Lei Li, Shujian Huang:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. CoRR abs/2304.04675 (2023) - [i130]Zhenqiao Song, Lei Li:
Importance Weighted Expectation-Maximization for Protein Sequence Design. CoRR abs/2305.00386 (2023) - [i129]Yijun Wang, Changzhi Sun, Yuanbin Wu, Lei Li, Junchi Yan, Hao Zhou:
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction. CoRR abs/2305.04297 (2023) - [i128]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. CoRR abs/2305.05976 (2023) - [i127]Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li:
Statistical Knowledge Assessment for Generative Language Models. CoRR abs/2305.10519 (2023) - [i126]Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu:
Extrapolating Multilingual Understanding Models as Multilingual Generators. CoRR abs/2305.13140 (2023) - [i125]Danqing Wang, Lei Li:
Learn from Mistakes through Cooperative Interaction with Study Assistant. CoRR abs/2305.13829 (2023) - [i124]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. CoRR abs/2305.14282 (2023) - [i123]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. CoRR abs/2305.14591 (2023) - [i122]Siqi Ouyang, Lei Li:
Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations. CoRR abs/2305.15064 (2023) - [i121]Xuandong Zhao, Kexun Zhang, Yu-Xiang Wang, Lei Li:
Generative Autoencoders as Watermark Attackers: Analyses of Vulnerabilities and Threats. CoRR abs/2306.01953 (2023) - [i120]Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang:
Provable Robust Watermarking for AI-Generated Text. CoRR abs/2306.17439 (2023) - [i119]Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Extrapolating Large Language Models to Non-English by Aligning Languages. CoRR abs/2308.04948 (2023) - [i118]Zhenqiao Song, Yunlong Zhao, Yufei Song, Wenxian Shi, Yang Yang, Lei Li:
Joint Design of Protein Sequence and Structure based on Motifs. CoRR abs/2310.02546 (2023) - [i117]Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian:
Learning Personalized Story Evaluation. CoRR abs/2310.03304 (2023) - [i116]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Yang Yang, Lei Li:
Functional Geometry Guided Protein Sequence and Backbone Structure Co-Design. CoRR abs/2310.04343 (2023) - [i115]Kexun Zhang, Hongqiao Chen, Lei Li, William Yang Wang:
Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding. CoRR abs/2310.07075 (2023) - [i114]Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li:
How Multilingual is Multilingual LLM? CoRR abs/2311.09071 (2023) - [i113]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback. CoRR abs/2311.09336 (2023) - 2022
- [j17]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
SOLO: A Simple Framework for Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8587-8601 (2022) - [j16]Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li:
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. IEEE Robotics Autom. Lett. 7(1): 57-64 (2022) - [c138]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. AAAI 2022: 10473-10481 - [c137]Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI 2022: 10482-10491 - [c136]Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. AAAI 2022: 10776-10784 - [c135]Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
Learning When to Translate for Streaming Speech. ACL (1) 2022: 680-694 - [c134]Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. ACL (Findings) 2022: 774-781 - [c133]Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. ACL (1) 2022: 2701-2714 - [c132]Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Rethinking Document-level Neural Machine Translation. ACL (Findings) 2022: 3537-3548 - [c131]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) 2022: 3941-3955 - [c130]Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. ACL (1) 2022: 7050-7062 - [c129]Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) 2022: 8398-8409 - [c128]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Distillation-Resistant Watermarking for Model Protection in NLP. EMNLP (Findings) 2022: 5044-5055 - [c127]Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li:
Calibrating Factual Knowledge in Pretrained Language Models. EMNLP (Findings) 2022: 5937-5947 - [c126]Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. EMNLP (Findings) 2022: 6559-6574 - [c125]Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li:
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. ICLR 2022 - [c124]Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. ICLR 2022 - [c123]Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. ICML 2022: 9356-9376 - [c122]Yunfei Li, Tao Kong, Lei Li, Yi Wu:
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. ICRA 2022: 7469-7476 - [c121]Siqi Ouyang, Rong Ye, Lei Li:
On the Impact of Noises in Crowd-Sourced Data for Speech Translation. IWSLT@ACL 2022: 92-97 - [c120]Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu:
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. KDD 2022: 3458-3467 - [c119]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. NAACL-HLT 2022: 943-955 - [c118]Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmark Suite for Multilingual Text Generation. NAACL-HLT (Findings) 2022: 2508-2527 - [c117]Rong Ye, Mingxuan Wang, Lei Li:
Cross-modal Contrastive Learning for Speech Translation. NAACL-HLT 2022: 5099-5113 - [c116]Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li:
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. SC 2022: 38:1-38:14 - [i112]Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. CoRR abs/2203.07687 (2022) - [i111]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR abs/2203.08480 (2022) - [i110]Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. CoRR abs/2203.10426 (2022) - [i109]Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR abs/2204.02030 (2022) - [i108]Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. CoRR abs/2204.04163 (2022) - [i107]Yunfei Li, Tao Kong, Lei Li, Yi Wu:
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. CoRR abs/2204.05509 (2022) - [i106]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. CoRR abs/2205.01863 (2022) - [i105]Rong Ye, Mingxuan Wang, Lei Li:
Cross-modal Contrastive Learning for Speech Translation. CoRR abs/2205.02444 (2022) - [i104]Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. CoRR abs/2205.04182 (2022) - [i103]Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. CoRR abs/2206.05975 (2022) - [i102]Siqi Ouyang, Rong Ye, Lei Li:
On the Impact of Noises in Crowd-Sourced Data for Speech Translation. CoRR abs/2206.13756 (2022) - [i101]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Distillation-Resistant Watermarking for Model Protection in NLP. CoRR abs/2210.03312 (2022) - [i100]Jiangtao Feng, Yi Zhou, Jun Zhang, Xian Qian, Liwei Wu, Zhexi Zhang, Yanming Liu, Mingxuan Wang, Lei Li, Hao Zhou:
PARAGEN : A Parallel Generation Toolkit. CoRR abs/2210.03405 (2022) - [i99]Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. CoRR abs/2210.05035 (2022) - [i98]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. CoRR abs/2211.12130 (2022) - [i97]Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li:
Pre-trained Language Models can be Fully Zero-Shot Learners. CoRR abs/2212.06950 (2022) - [i96]Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang:
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation. CoRR abs/2212.09305 (2022) - [i95]Siqi Ouyang, Rong Ye, Lei Li:
WACO: Word-Aligned Contrastive Learning for Speech Translation. CoRR abs/2212.09359 (2022) - [i94]Danqing Wang, Zeyu Wen, Fei Ye, Hao Zhou, Lei Li:
Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model. CoRR abs/2212.09450 (2022) - [i93]Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu:
Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation. CoRR abs/2212.10551 (2022) - 2021
- [c115]Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li:
Taxonomy Completion via Triplet Matching Network. AAAI 2021: 4662-4670 - [c114]Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li:
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. AAAI 2021: 7857-7864 - [c113]Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
Consecutive Decoding for Speech-to-text Translation. AAAI 2021: 12738-12748 - [c112]Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. AAAI 2021: 12749-12759 - [c111]Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li:
Finding Sparse Structures for Domain Specific Neural Machine Translation. AAAI 2021: 13333-13342 - [c110]Qingyang Wu, Lei Li, Zhou Yu:
TextGAIL: Generative Adversarial Imitation Learning for Text Generation. AAAI 2021: 14067-14075 - [c109]Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, Lei Li:
NeurST: Neural Speech Translation Toolkit. ACL (demo) 2021: 55-62 - [c108]Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. ACL/IJCNLP (1) 2021: 220-231 - [c107]Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li:
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. ACL/IJCNLP (1) 2021: 244-258 - [c106]Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li:
Learning Language Specific Sub-network for Multilingual Machine Translation. ACL/IJCNLP (1) 2021: 293-305 - [c105]Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. ACL/IJCNLP (1) 2021: 1993-2003 - [c104]Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. ACL/IJCNLP (Findings) 2021: 2214-2225 - [c103]Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li:
Contrastive Aligned Joint Learning for Multilingual Summarization. ACL/IJCNLP (Findings) 2021: 2739-2750 - [c102]Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li:
Language Tags Matter for Zero-Shot Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 3001-3007 - [c101]Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. ACL/IJCNLP (Findings) 2021: 3140-3151 - [c100]Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang:
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. ACL/IJCNLP (1) 2021: 3533-3546 - [c99]Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
Vocabulary Learning via Optimal Transport for Neural Machine Translation. ACL/IJCNLP (1) 2021: 7361-7373 - [c98]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
Dense Contrastive Learning for Self-Supervised Visual Pre-Training. CVPR 2021: 3024-3033 - [c97]Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia:
Scale-Aware Automatic Augmentation for Object Detection. CVPR 2021: 9563-9572 - [c96]Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan:
Locate Then Segment: A Strong Pipeline for Referring Image Segmentation. CVPR 2021: 9858-9867 - [c95]Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo:
Sparse R-CNN: End-to-End Object Detection With Learnable Proposals. CVPR 2021: 14454-14463 - [c94]Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. EACL 2021: 2877-2887 - [c93]Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-Level Relation Extraction. EMNLP (1) 2021: 1239-1250 - [c92]Zewei Sun, Mingxuan Wang, Lei Li:
Multilingual Translation via Grafting Pre-trained Language Models. EMNLP (Findings) 2021: 2735-2747 - [c91]Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li:
Counter-Interference Adapter for Multilingual Machine Translation. EMNLP (Findings) 2021: 2812-2823 - [c90]Zhiyuan Zeng, Jiaze Chen, Weiran Xu, Lei Li:
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization. EMNLP (1) 2021: 4102-4108 - [c89]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong:
Secoco: Self-Correcting Encoding for Neural Machine Translation. EMNLP (Findings) 2021: 4639-4644 - [c88]Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li:
Learning Kernel-Smoothed Machine Translation with Retrieved Examples. EMNLP (1) 2021: 7280-7290 - [c87]Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li:
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. ICLR 2021 - [c86]Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li:
Adversarial Option-Aware Hierarchical Imitation Learning. ICML 2021: 5097-5106 - [c85]Rong Ye, Mingxuan Wang, Lei Li:
End-to-End Speech Translation via Cross-Modal Progressive Training. Interspeech 2021: 2267-2271 - [c84]Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu:
Learning to Design and Construct Bridge without Blueprint. IROS 2021: 2398-2405 - [c83]Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li:
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation. IROS 2021: 3571-3578 - [c82]Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li:
The Volctrans Neural Speech Translation System for IWSLT 2021. IWSLT 2021: 64-74 - [c81]Mingxuan Wang, Hongxiao Bai, Lei Li, Hai Zhao:
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation. NAACL-HLT (Industry Papers) 2021: 89-96 - [c80]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong:
Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. NAACL-HLT (Industry Papers) 2021: 105-112 - [c79]Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li:
LightSeq: A High Performance Inference Library for Transformers. NAACL-HLT (Industry Papers) 2021: 113-120 - [c78]Quanyu Long, Mingxuan Wang, Lei Li:
Generative Imagination Elevates Machine Translation. NAACL-HLT 2021: 5738-5748 - [c77]Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li:
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. NeurIPS 2021: 21070-21084 - [c76]Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. NLPCC (1) 2021: 389-400 - [c75]Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li:
Follow Your Path: A Progressive Method for Knowledge Distillation. ECML/PKDD (3) 2021: 596-611 - [c74]Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou:
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. WMT@EMNLP 2021: 187-196 - [c73]Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li:
Triangular Bidword Generation for Sponsored Search Auction. WSDM 2021: 707-715 - [i92]Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li:
Taxonomy Completion via Triplet Matching Network. CoRR abs/2101.01896 (2021) - [i91]Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li:
Triangular Bidword Generation for Sponsored Search Auction. CoRR abs/2101.11349 (2021) - [i90]Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li:
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. CoRR abs/2103.10432 (2021) - [i89]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong:
Auto Correcting in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. CoRR abs/2103.16189 (2021) - [i88]Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan:
Locate then Segment: A Strong Pipeline for Referring Image Segmentation. CoRR abs/2103.16284 (2021) - [i87]Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia:
Scale-aware Automatic Augmentation for Object Detection. CoRR abs/2103.17220 (2021) - [i86]Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li:
Serial or Parallel? Plug-able Adapter for multilingual machine translation. CoRR abs/2104.08154 (2021) - [i85]Rong Ye, Mingxuan Wang, Lei Li:
End-to-end Speech Translation via Cross-modal Progressive Training. CoRR abs/2104.10380 (2021) - [i84]Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. CoRR abs/2105.03095 (2021) - [i83]Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li:
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. CoRR abs/2105.03458 (2021) - [i82]Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li:
The Volctrans Neural Speech Translation System for IWSLT 2021. CoRR abs/2105.07319 (2021) - [i81]Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li:
Learning Language Specific Sub-network for Multilingual Machine Translation. CoRR abs/2105.09259 (2021) - [i80]Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li:
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. CoRR abs/2105.09501 (2021) - [i79]Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang:
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. CoRR abs/2105.14924 (2021) - [i78]Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li:
Adversarial Option-Aware Hierarchical Imitation Learning. CoRR abs/2106.05530 (2021) - [i77]Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li:
Language Tags Matter for Zero-Shot Neural Machine Translation. CoRR abs/2106.07930 (2021) - [i76]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
SOLO: A Simple Framework for Instance Segmentation. CoRR abs/2106.15947 (2021) - [i75]Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. CoRR abs/2107.02418 (2021) - [i74]Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
UniRE: A Unified Label Space for Entity Relation Extraction. CoRR abs/2107.04292 (2021) - [i73]Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li:
Follow Your Path: a Progressive Method for Knowledge Distillation. CoRR abs/2107.09305 (2021) - [i72]Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li:
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation. CoRR abs/2108.02425 (2021) - [i71]Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu:
Learning to Design and Construct Bridge without Blueprint. CoRR abs/2108.02439 (2021) - [i70]Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmarking Suite for Multilingual Text Generation. CoRR abs/2108.07140 (2021) - [i69]Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li:
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. CoRR abs/2108.11771 (2021) - [i68]Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong:
Secoco: Self-Correcting Encoding for Neural Machine Translation. CoRR abs/2108.12137 (2021) - [i67]Zewei Sun, Mingxuan Wang, Lei Li:
Multilingual Translation via Grafting Pre-trained Language Models. CoRR abs/2109.05256 (2021) - [i66]Qianqian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
UniST: Unified End-to-end Model for Streaming and Non-streaming Speech Translation. CoRR abs/2109.07368 (2021) - [i65]Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li:
Learning Kernel-Smoothed Machine Translation with Retrieved Examples. CoRR abs/2109.09991 (2021) - [i64]Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou:
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. CoRR abs/2109.11247 (2021) - [i63]Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang:
LightSeq: Accelerated Training for Transformer-based Models on GPUs. CoRR abs/2110.05722 (2021) - [i62]Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision. CoRR abs/2110.07515 (2021) - [i61]Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level. CoRR abs/2110.10874 (2021) - [i60]Jingjing Xu, Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li:
A Survey on Green Deep Learning. CoRR abs/2111.05193 (2021) - [i59]Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li:
Learning Logic Rules for Document-level Relation Extraction. CoRR abs/2111.05407 (2021) - [i58]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. CoRR abs/2112.05417 (2021) - 2020
- [j15]Fei Wu, Cewu Lu, Mingjie Zhu, Hao Chen, Jun Zhu, Kai Yu, Lei Li, Ming Li, Qianfeng Chen, Xi Li, Xudong Cao, Zhongyuan Wang, Zhengjun Zha, Yueting Zhuang, Yunhe Pan:
Towards a new generation of artificial intelligence in China. Nat. Mach. Intell. 2(6): 312-316 (2020) - [j14]Tao Kong, Fuchun Sun, Huaping Liu, Yuning Jiang, Lei Li, Jianbo Shi:
FoveaBox: Beyound Anchor-Based Object Detection. IEEE Trans. Image Process. 29: 7389-7398 (2020) - [c72]Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Lei Li, Yue Yu, Yitan Li:
SPAN: A Stochastic Projected Approximate Newton Method. AAAI 2020: 1520-1527 - [c71]Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu:
Importance-Aware Learning for Neural Headline Editing. AAAI 2020: 9282-9289 - [c70]Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li:
Towards Making the Most of BERT in Neural Machine Translation. AAAI 2020: 9378-9385 - [c69]Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen:
Task-Aware Monocular Depth Estimation for 3D Object Detection. AAAI 2020: 12257-12264 - [c68]Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li:
Xiaomingbot: A Multilingual Robot News Reporter. ACL (demo) 2020: 1-8 - [c67]Ning Miao, Yuxuan Song, Hao Zhou, Lei Li:
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. ACL 2020: 3436-3441 - [c66]Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li:
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. AISTATS 2020: 122-132 - [c65]Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang:
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference. AKBC 2020 - [c64]Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li:
SOLO: Segmenting Objects by Locations. ECCV (18) 2020: 649-665 - [c63]Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue:
Constraint Satisfaction Driven Natural Language Generation: A Tree Search Embedded MCMC Approach. EMNLP (Findings) 2020: 1286-1298 - [c62]Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li:
Double Graph Based Reasoning for Document-level Relation Extraction. EMNLP (1) 2020: 1630-1640 - [c61]Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. EMNLP (1) 2020: 2649-2663 - [c60]Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. EMNLP (Findings) 2020: 4908-4917 - [c59]Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. EMNLP (1) 2020: 9119-9130 - [c58]Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li:
Variational Template Machine for Data-to-Text Generation. ICLR 2020 - [c57]Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen:
Mirror-Generative Neural Machine Translation. ICLR 2020 - [c56]Wenxian Shi, Hao Zhou, Ning Miao, Lei Li:
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation. ICML 2020: 8840-8851 - [c55]Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen:
SOLOv2: Dynamic and Fast Instance Segmentation. NeurIPS 2020 - [c54]Dongyu Ru, Zhenghui Wang, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
QuAChIE: Question Answering based Chinese Information Extraction System. SIGIR 2020: 2177-2180 - [c53]Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li:
The Volctrans Machine Translation System for WMT20. WMT@EMNLP 2020: 305-312 - [c52]Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li:
Volctrans Parallel Corpus Filtering System for WMT 2020. WMT@EMNLP 2020: 985-990 - [i57]Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li:
Variational Template Machine for Data-to-Text Generation. CoRR abs/2002.01127 (2020) - [i56]Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Yue Yu, Lei Li:
SPAN: A Stochastic Projected Approximate Newton Method. CoRR abs/2002.03687 (2020) - [i55]Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen:
SOLOv2: Dynamic, Faster and Stronger. CoRR abs/2003.10152 (2020) - [i54]Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li:
Unsupervised Neural Machine Translation with Indirect Supervision. CoRR abs/2004.03137 (2020) - [i53]Dongyu Ru, Yating Luo, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. CoRR abs/2004.08046 (2020) - [i52]Qingyang Wu, Lei Li, Zhou Yu:
TextGAIL: Generative Adversarial Imitation Learning for Text Generation. CoRR abs/2004.13796 (2020) - [i51]Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li:
Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs. CoRR abs/2006.07037 (2020) - [i50]Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li:
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. CoRR abs/2006.07065 (2020) - [i49]Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang:
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference. CoRR abs/2006.14017 (2020) - [i48]Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li:
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. CoRR abs/2007.06018 (2020) - [i47]Ning Miao, Yuxuan Song, Hao Zhou, Lei Li:
Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. CoRR abs/2007.06162 (2020) - [i46]Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li:
Generating Fluent Adversarial Examples for Natural Languages. CoRR abs/2007.06174 (2020) - [i45]Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li:
Xiaomingbot: A Multilingual Robot News Reporter. CoRR abs/2007.08005 (2020) - [i44]Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li:
Glancing Transformer for Non-Autoregressive Neural Machine Translation. CoRR abs/2008.07905 (2020) - [i43]Quanyu Long, Mingxuan Wang, Lei Li:
Generative Imagination Elevates Machine Translation. CoRR abs/2009.09654 (2020) - [i42]Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
TED: Triple Supervision Decouples End-to-end Speech-to-text Translation. CoRR abs/2009.09704 (2020) - [i41]Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li:
SDST: Successive Decoding for Speech-to-text Translation. CoRR abs/2009.09737 (2020) - [i40]Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li:
Double Graph Based Reasoning for Document-level Relation Extraction. CoRR abs/2009.13752 (2020) - [i39]Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li:
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. CoRR abs/2010.03142 (2020) - [i38]Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach. CoRR abs/2010.08961 (2020) - [i37]Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li:
LightSeq: A High Performance Inference Library for Sequence Processing and Generation. CoRR abs/2010.13887 (2020) - [i36]Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li:
Volctrans Parallel Corpus Filtering System for WMT 2020. CoRR abs/2010.14029 (2020) - [i35]Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li:
The Volctrans Machine Translation System for WMT20. CoRR abs/2010.14806 (2020) - [i34]Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li:
On the Sentence Embeddings from Pre-trained Language Models. CoRR abs/2011.05864 (2020) - [i33]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
Dense Contrastive Learning for Self-Supervised Visual Pre-Training. CoRR abs/2011.09157 (2020) - [i32]Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue:
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach. CoRR abs/2011.12334 (2020) - [i31]Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo:
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals. CoRR abs/2011.12450 (2020) - [i30]Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li:
Reciprocal Supervised Learning Improves Neural Machine Translation. CoRR abs/2012.02975 (2020) - [i29]Chengqi Zhao, Mingxuan Wang, Lei Li:
NeurST: Neural Speech Translation Toolkit. CoRR abs/2012.10018 (2020) - [i28]Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li:
Finding Sparse Structure for Domain Specific Neural Machine Translation. CoRR abs/2012.10586 (2020) - [i27]Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic Enhanced Neural Reasoning for Fact Verification. CoRR abs/2012.13577 (2020) - [i26]Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li:
VOLT: Improving Vocabularization via Optimal Transport for Machine Translation. CoRR abs/2012.15671 (2020)
2010 – 2019
- 2019
- [c51]Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li:
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. AAAI 2019: 6834-6842 - [c50]Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li:
Generating Fluent Adversarial Examples for Natural Languages. ACL (1) 2019: 5564-5569 - [c49]Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen:
Generating Sentences from Disentangled Syntactic and Semantic Spaces. ACL (1) 2019: 6008-6019 - [c48]Lin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Dynamically Fused Graph Network for Multi-hop Reasoning. ACL (1) 2019: 6140-6150 - [c47]Zhichen Zhao, Lei Li, Bowen Zhang, Meng Wang, Yuning Jiang, Li Xu, Fengkun Wang, Wei-Ying Ma:
What You Look Matters?: Offline Evaluation of Advertising Creatives for Cold-start Problem. CIKM 2019: 2605-2613 - [c46]Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma:
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations. CVPR 2019: 6609-6618 - [c45]Lili Mou, Hao Zhou, Lei Li:
Discreteness in Neural Natural Language Processing. EMNLP/IJCNLP (2) 2019 - [c44]Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li:
Towards Linear Time Neural Machine Translation with Capsule Networks. EMNLP/IJCNLP (1) 2019: 803-812 - [c43]Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang:
VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research. ICCV 2019: 4580-4590 - [c42]Qing-Yuan Jiang, Yi He, Gen Li, Jian Lin, Lei Li, Wu-Jun Li:
SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval. ICCV 2019: 5280-5288 - [c41]Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen:
Correct-and-Memorize: Learning to Translate from Interactive Revisions. IJCAI 2019: 5255-5263 - [c40]Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang:
GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. IJCAI 2019: 6569-6571 - [c39]Yao Fu, Hao Zhou, Jiaze Chen, Lei Li:
Rethinking Text Attribute Transfer: A Lexical Analysis. INLG 2019: 24-33 - [c38]Yunfei Lu, Linyun Yu, Peng Cui, Chengxi Zang, Renzhe Xu, Yihao Liu, Lei Li, Wenwu Zhu:
Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena. KDD 2019: 3093-3101 - [c37]Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. NeurIPS 2019: 12487-12497 - [i25]Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang:
VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research. CoRR abs/1904.03493 (2019) - [i24]Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma:
UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations. CoRR abs/1904.05521 (2019) - [i23]Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu:
Dynamically Fused Graph Network for Multi-hop Reasoning. CoRR abs/1905.06933 (2019) - [i22]Wenxian Shi, Hao Zhou, Ning Miao, Shenjian Zhao, Lei Li:
Fixing Gaussian Mixture VAEs for Interpretable Text Generation. CoRR abs/1906.06719 (2019) - [i21]Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen:
Correct-and-Memorize: Learning to Translate from Interactive Revisions. CoRR abs/1907.03468 (2019) - [i20]Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen:
Generating Sentences from Disentangled Syntactic and Semantic Spaces. CoRR abs/1907.05789 (2019) - [i19]Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li:
Towards Making the Most of BERT in Neural Machine Translation. CoRR abs/1908.05672 (2019) - [i18]Zhichen Zhao, Bowen Zhang, Yuning Jiang, Li Xu, Lei Li, Wei-Ying Ma:
Effective Domain Knowledge Transfer with Soft Fine-tuning. CoRR abs/1909.02236 (2019) - [i17]Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen:
Task-Aware Monocular Depth Estimation for 3D Object Detection. CoRR abs/1909.07701 (2019) - [i16]Yao Fu, Hao Zhou, Jiaze Chen, Lei Li:
Rethinking Text Attribute Transfer: A Lexical Analysis. CoRR abs/1909.12335 (2019) - [i15]An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang:
Cross-Lingual Vision-Language Navigation. CoRR abs/1910.11301 (2019) - [i14]Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li:
Kernelized Bayesian Softmax for Text Generation. CoRR abs/1911.00274 (2019) - [i13]Yu Bao, Hao Zhou, Jiangtao Feng, Mingxuan Wang, Shujian Huang, Jiajun Chen, Lei Li:
Non-autoregressive Transformer by Position Learning. CoRR abs/1911.10677 (2019) - [i12]Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu:
Importance-Aware Learning for Neural Headline Editing. CoRR abs/1912.01114 (2019) - [i11]Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li:
SOLO: Segmenting Objects by Locations. CoRR abs/1912.04488 (2019) - 2018
- [c36]Gen Li, Shikun Xu, Xiang Liu, Lei Li, Changhu Wang:
Jersey Number Recognition With Semi-Supervised Spatial Transformer Network. CVPR Workshops 2018: 1783-1790 - [c35]Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li:
On Tree-Based Neural Sentence Modeling. EMNLP 2018: 4631-4641 - [c34]Jiawei Wu, Lei Li, William Yang Wang:
Reinforced Co-Training. NAACL-HLT 2018: 1252-1262 - [c33]Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li:
BRITS: Bidirectional Recurrent Imputation for Time Series. NeurIPS 2018: 6776-6786 - [c32]Lei Li, Xiaojun Wan:
Overview of the NLPCC 2018 Shared Task: Single Document Summarization. NLPCC (2) 2018: 457-463 - [i10]Jiawei Wu, Lei Li, William Yang Wang:
Reinforced Co-Training. CoRR abs/1804.06035 (2018) - [i9]Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li:
BRITS: Bidirectional Recurrent Imputation for Time Series. CoRR abs/1805.10572 (2018) - [i8]Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li:
On Tree-Based Neural Sentence Modeling. CoRR abs/1808.09644 (2018) - [i7]Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li:
Towards Linear Time Neural Machine Translation with Capsule Networks. CoRR abs/1811.00287 (2018) - [i6]Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li:
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. CoRR abs/1811.10996 (2018) - 2017
- [j13]Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee:
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. 33(2): 517-536 (2017) - [j12]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Nonlinear Dynamics of Information Diffusion in Social Networks. ACM Trans. Web 11(2): 11:1-11:40 (2017) - [c31]Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell:
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models. AAAI 2017: 1861-1869 - [c30]Lifeng Hua, Xiaojun Wan, Lei Li:
Overview of the NLPCC 2017 Shared Task: Single Document Summarization. NLPCC 2017: 942-947 - [i5]Wenbo Hu, Lifeng Hua, Lei Li, Tian Wang, Jun Zhu, Hang Su, Bo Zhang:
SAM: Semantic Attribute Modulated Language Modeling. CoRR abs/1707.00117 (2017) - 2016
- [j11]Liang Yao, Yin Zhang, Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian:
Concept over time: the combination of probabilistic topic model with wikipedia knowledge. Expert Syst. Appl. 60: 27-38 (2016) - [c29]Zihang Dai, Lei Li, Wei Xu:
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. ACL (1) 2016 - [c28]Yi Wu, Lei Li, Stuart Russell, Rastislav Bodík:
Swift: Compiled Inference for Probabilistic Programming Languages. IJCAI 2016: 3637-3645 - [i4]Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell:
Towards Practical Bayesian Parameter and State Estimation. CoRR abs/1603.08988 (2016) - [i3]Zihang Dai, Lei Li, Wei Xu:
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. CoRR abs/1606.01994 (2016) - [i2]Yi Wu, Lei Li, Stuart Russell, Rastislav Bodík:
Swift: Compiled Inference for Probabilistic Programming Languages. CoRR abs/1606.09242 (2016) - 2014
- [c27]Quan Ding, Yong Bai, Yusuf Bugra Erol, Rebeca Salas-Boni, Xiaorong Zhang, Lei Li, Xiao Hu:
Multimodal Information Fusion for Robust Heart Beat Detection. CinC 2014: 261-264 - [c26]Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos:
Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. PAKDD (2) 2014: 198-209 - 2013
- [c25]Lei Li, Bharath Ramsundar, Stuart Russell:
Dynamic Scaled Sampling for Deterministic Constraints. AISTATS 2013: 397-405 - [c24]Sharad Vikram, Lei Li, Stuart Russell:
Writing and sketching in the air, recognizing and controlling on the fly. CHI Extended Abstracts 2013: 1179-1184 - [c23]Siyuan Liu, Lei Li, Rammaya Krishnan:
Hibernating Process: Modelling Mobile Calls at Multiple Scales. ICDM 2013: 1139-1144 - [c22]Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart Russell:
The Extended Parameter Filter. ICML (3) 2013: 1103-1111 - [c21]Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh:
Why people hate your app: making sense of user feedback in a mobile app store. KDD 2013: 1276-1284 - [c20]Mark Rogers, Lei Li, Stuart Russell:
Multilinear Dynamical Systems for Tensor Time Series. NIPS 2013: 2634-2642 - [c19]Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos:
F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) 2013: 86-98 - [i1]Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart Russell:
The Extended Parameter Filter. CoRR abs/1305.1704 (2013) - 2012
- [c18]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Rise and fall patterns of information diffusion: model and implications. KDD 2012: 6-14 - [c17]Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li:
RolX: structural role extraction & mining in large graphs. KDD 2012: 1231-1239 - 2011
- [b1]Lei Li:
Fast Algorithms for Mining Co-evolving Time Series. Carnegie Mellon University, USA, 2011 - [c16]Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni:
Mobile Phone Graph Evolution: Findings, Model and Interpretation. ICDM Workshops 2011: 323-330 - [c15]Lei Li, B. Aditya Prakash:
Time Series Clustering: Complex is Simpler! ICML 2011: 185-192 - [c14]Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos:
It's who you know: graph mining using recursive structural features. KDD 2011: 663-671 - [c13]Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos:
ThermoCast: a cyber-physical forecasting model for datacenters. KDD 2011: 1370-1378 - [c12]Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos:
WindMine: Fast and Effective Mining of Web-click Sequences. SDM 2011: 759-770 - 2010
- [j10]Lei Li, Bin Fu, Christos Faloutsos:
Efficient Parallel Learning of Hidden Markov Chain Models on SMPs. IEICE Trans. Inf. Syst. 93-D(6): 1330-1342 (2010) - [j9]Lei Li, B. Aditya Prakash, Christos Faloutsos:
Parsimonious Linear Fingerprinting for Time Series. Proc. VLDB Endow. 3(1): 385-396 (2010) - [c11]Lei Li, Christos Faloutsos:
Fast algorithms for time series mining. ICDE Workshops 2010: 341-344 - [c10]Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong:
Metric forensics: a multi-level approach for mining volatile graphs. KDD 2010: 163-172 - [c9]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos:
BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. Symposium on Computer Animation 2010: 179-188
2000 – 2009
- 2009
- [c8]Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos:
DynaMMo: mining and summarization of coevolving sequences with missing values. KDD 2009: 507-516 - [c7]Fan Guo, Lei Li, Christos Faloutsos:
Tailoring click models to user goals. WSCD@WSDM 2009: 88-92 - 2008
- [j8]Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing:
C-DEM: a multi-modal query system for Drosophila Embryo databases. Proc. VLDB Endow. 1(2): 1508-1511 (2008) - [c6]Lei Li, James McCann, Christos Faloutsos, Nancy S. Pollard:
Laziness is a Virtue: Motion Stitching Using Effort Minimization. Eurographics (Short Papers) 2008: 87-90 - [c5]Wanhong Xu, Xi Zhou, Lei Li:
Inferring privacy information via social relations. ICDE Workshops 2008: 525-530 - [c4]Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos:
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. KDD 2008: 471-479 - [c3]Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos:
Efficient Distribution Mining and Classification. SDM 2008: 632-643 - 2007
- [j7]Junfeng Wang, Lei Li, Mingtian Zhou:
Topological dynamics characterization for LEO satellite networks. Comput. Networks 51(1): 43-53 (2007) - 2006
- [j6]Junfeng Wang, Hongxia Zhou, Mingtian Zhou, Lei Li:
A general model for long-tailed network traffic approximation. J. Supercomput. 38(2): 155-172 (2006) - [c2]Lei Li, Qiaoling Liu, Yunfeng Tao, Lei Zhang, Jian Zhou, Yong Yu:
Providing an Uncertainty Reasoning Service for Semantic Web Application. APWeb 2006: 628-639 - 2005
- [j5]Junfeng Wang, Lei Li, Fuchun Sun, Mingtian Zhou:
A probability-guaranteed adaptive timeout algorithm for high-speed network flow detection. Comput. Networks 48(2): 215-233 (2005) - [j4]Changwen Zheng, Lei Li, Fanjiang Xu, Fuchun Sun, Mingyue Ding:
Evolutionary Route Planner for Unmanned Air Vehicles. IEEE Trans. Robotics 21(4): 609-620 (2005) - 2004
- [j3]Changwen Zheng, Mingyue Ding, Chengping Zhou, Lei Li:
Coevolving and cooperating path planner for multiple unmanned air vehicles. Eng. Appl. Artif. Intell. 17(8): 887-896 (2004) - [c1]Junfeng Wang, Lei Li, Mingtian Zhou, Fanjiang Xu, Fuchun Sun:
An adaptive strategy for high-speed network flow compression. GLOBECOM 2004: 1645-1649 - 2003
- [j2]Fuchun Sun, Zengqi Sun, Lei Li, Han-Xiong Li:
Neuro-fuzzy adaptive control based on dynamic inversion for robotic manipulators. Fuzzy Sets Syst. 134(1): 117-133 (2003) - 2002
- [j1]Fuchun Sun, Han-Xiong Li, Lei Li:
Robot discrete adaptive control based on dynamic inversion using dynamical neural networks. Autom. 38(11): 1977-1983 (2002)
Coauthor Index
[c152] [c135] [c132] [c130] [c125] [c117] [c116] [i110] [i105] [i100] [i96] [c113] [c112] [c111] [c109] [c107] [c106] [c105] [c104] [c102] [c92] [c91] [c89] [c88] [c85] [c82] [c81] [c80] [c79] [c78] [c74] [i89] [i86] [i85] [i84] [i82] [i81] [i80] [i77] [i68] [i67] [i66] [i65] [i64] [i63] [c70] [c68] [c66] [c61] [c60] [c59] [c53] [c52] [i54] [i48] [i45] [i44] [i43] [i42] [i41] [i39] [i38] [i37] [i36] [i35] [i34] [i30] [i29] [i28] [c44] [i19] [i13] [i7]
[i145] [c141] [i129] [c138] [c137] [c136] [c133] [c132] [c131] [c129] [c125] [c124] [c123] [c118] [i111] [i109] [i108] [i104] [i103] [i100] [i94] [c114] [c113] [c112] [c108] [c105] [c103] [c101] [c99] [c94] [c93] [c87] [c77] [c76] [c75] [c74] [c73] [i91] [i90] [i83] [i75] [i74] [i73] [i70] [i64] [i62] [i61] [i60] [i59] [i58] [c71] [c70] [c68] [c67] [c66] [c61] [c60] [c59] [c58] [c57] [c56] [c54] [i57] [i53] [i51] [i50] [i48] [i47] [i46] [i45] [i44] [i42] [i41] [i39] [i38] [i34] [i30] [i27] [i26] [c51] [c50] [c49] [c48] [c45] [c41] [c40] [c39] [c37] [i23] [i22] [i21] [i20] [i19] [i16] [i14] [i13] [i12] [c35] [c33] [i9] [i8] [i6]
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