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2020 – today
- 2023
[j66]Jürgen Cezanne, Meilong Jiang
, Ori Shental, Ahmed M. Bedewy, Ashwin Sampath, Ozge H. Koymen, Junyi Li:
Design of Wireless Fronthaul With mmWave LOS-MIMO and Sample-Level Coding for O-RAN and Beyond 5G Systems. IEEE Open J. Commun. Soc. 4: 1893-1912 (2023)- [j65]Shaofei Lu, Jingru Pei, Renke Zhao, Xiaochen Yu, Xuyang Zhang, Junyi Li, Guanzhong Yang:
CCIO: A Cross-Chain Interoperability Approach for Consortium Blockchains Based on Oracle. Sensors 23(4): 1864 (2023) - [j64]Zhimao Gong, Junyi Li, Yaping Lin, Jianhao Wei, Camara Lancine:
Efficient Privacy-Preserving Geographic Keyword Boolean Range Query Over Encrypted Spatial Data. IEEE Syst. J. 17(1): 455-466 (2023) - [j63]Kaitao Wu, Lexiang Wang, Bo Liu, Yang Liu, Yadong Wang, Junyi Li:
PSPGO: Cross-Species Heterogeneous Network Propagation for Protein Function Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(3): 1713-1724 (2023) - [j62]Linlin Du, Rui Han, Bo Liu, Yadong Wang, Junyi Li:
ScCCL: Single-Cell Data Clustering Based on Self-Supervised Contrastive Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 20(3): 2233-2241 (2023) - [j61]Yujie Luo, Junyi Li, Kejing He, William Cheuk:
A Hierarchical Attention-Based Method for Sleep Staging Using Movement and Cardiopulmonary Signals. IEEE J. Biomed. Health Informatics 27(3): 1354-1363 (2023) - [c96]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen:
The Web Can Be Your Oyster for Improving Language Models. ACL (Findings) 2023: 728-746 - [c95]Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
MVP: Multi-task Supervised Pre-training for Natural Language Generation. ACL (Findings) 2023: 8758-8794 - [c94]Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen:
Zero-shot Visual Question Answering with Language Model Feedback. ACL (Findings) 2023: 9268-9281 - [c93]Tianyi Tang, Yushuo Chen, Yifan Du, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
Learning to Imagine: Visually-Augmented Natural Language Generation. ACL (1) 2023: 9468-9481 - [c92]Mingdeng Cao, Chong Mou, Fanghua Yu, Xintao Wang, Yinqiang Zheng, Jian Zhang, Chao Dong, Gen Li, Ying Shan, Radu Timofte, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Bin Chen, Haoyu Ma, Ming Cheng, Shijie Zhao, Wanwan Cui, Tianyu Xu, Chunyang Li, Long Bao, Heng Sun, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Renlong Wu, Yi Yang, Zhilu Zhang, Shuohao Zhang, Junyi Li, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qian Wang, Hao-Hsiang Yang, Yi-Chung Chen, Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Zebin Zhang, Jiaqi Zhang, Yuhui Wang, Shuhao Cui, Junshi Huang, Li Zhu, Shuman Tian, Wei Yu, Bingchun Luo:
NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results. CVPR Workshops 2023: 1731-1745 - [c91]Junyi Li, Zhilu Zhang, Xiaoyu Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Wangmeng Zuo:
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising. CVPR 2023: 9914-9924 - [c90]Yu Jiang, Jingli Zhou, Yong Zhang, Yulin Wu, Xuan Wang, Junyi Li:
NIEE: Modeling Edge Embeddings for Drug-Disease Association Prediction via Neighborhood Interactions. ICIC (3) 2023: 687-699 - [c89]Xiwen Jiang, Lizhen Wang, Junyi Li, Hongmei Chen, Vanha Tran:
A multi-view anomalous co-location detection framework considering both intra- and inter-feature couplings. MDM 2023: 132-137 - [c88]Junyi Li, Lizhen Wang, Vanha Tran, Junyi Li, Xiwen Jiang:
Fast Mining Prevalent Co-location Patterns Over Dense Spatial Datasets. SpatialDI 2023: 179-191 - [c87]Junyi Li, Lizhen Wang, Vanha Tran, Junyi Li, Xiwen Jiang:
Fast Mining Prevalent Co-location Patterns Over Dense Spatial Datasets. SpatialDI 2023: 179-191 - [i51]Junyi Li, Feihu Huang, Heng Huang:
FedDA: Faster Framework of Local Adaptive Gradient Methods via Restarted Dual Averaging. CoRR abs/2302.06103 (2023) - [i50]Junyi Li, Feihu Huang, Heng Huang:
Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems. CoRR abs/2302.06701 (2023) - [i49]Zican Dong, Tianyi Tang, Junyi Li, Wayne Xin Zhao:
A Survey on Long Text Modeling with Transformers. CoRR abs/2302.14502 (2023) - [i48]Junyi Li, Zhilu Zhang, Xiaoyu Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Wangmeng Zuo:
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising. CoRR abs/2303.14934 (2023) - [i47]Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, Ji-Rong Wen:
A Survey of Large Language Models. CoRR abs/2303.18223 (2023) - [i46]Junyi Li, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
RenderDiffusion: Text Generation as Image Generation. CoRR abs/2304.12519 (2023) - [i45]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen:
The Web Can Be Your Oyster for Improving Large Language Models. CoRR abs/2305.10998 (2023) - [i44]Junyi Li, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models. CoRR abs/2305.11747 (2023) - [i43]Tianyi Tang, Yushuo Chen, Yifan Du, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
Learning to Imagine: Visually-Augmented Natural Language Generation. CoRR abs/2305.16944 (2023) - [i42]Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen:
Zero-shot Visual Question Answering with Language Model Feedback. CoRR abs/2305.17006 (2023) - [i41]Xiaoyu Liu, Ming Liu, Junyi Li, Shuai Liu, Xiaotao Wang, Lei Lei, Wangmeng Zuo:
Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition. CoRR abs/2309.12042 (2023) - [i40]Zican Dong, Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models. CoRR abs/2309.13345 (2023) - 2022
- [j60]Lexiang Wang, Mingxiao Wu, Yulin Wu, Xiaofeng Zhang, Sen Li, Ming He, Fan Zhang, Yadong Wang, Junyi Li:
Prediction of the disease causal genes based on heterogeneous network and multi-feature combination method. Comput. Biol. Chem. 97: 107639 (2022) - [j59]Zhongqing Zhang, Qiqi Jiao, Yang Zhang, Bo Liu, Yadong Wang, Junyi Li:
OTUCD: Unsupervised GCN based metagenomics non-overlapping community detection. Comput. Biol. Chem. 98: 107670 (2022) - [j58]Yi Xia, Junyi Li, Liangjie Xia:
Launch strategies for luxury fashion products in dual-channel distributions: Impacts of social influences. Comput. Ind. Eng. 169: 108286 (2022) - [j57]Quan Zheng, Ying Guo, Zhen Wang, Frank Andrasik, Ziyi Kuang, Junyi Li, Sheng Xu, Xiangen Hu:
Exploring Weibo users' attitudes toward lesbians and gays in Mainland China: A natural language processing and machine learning approach. Comput. Hum. Behav. 127: 107021 (2022) - [j56]Yulin Wu, Xuan Wang, Willy Susilo, Guomin Yang, Zoe Lin Jiang, Junyi Li, Xueqiao Liu:
Mixed-protocol multi-party computation framework towards complex computation tasks with malicious security. Comput. Stand. Interfaces 80: 103570 (2022) - [j55]Mingyue Li, Weina Guo, Yalan Dong, Wenzhu Wang, Chunxia Tian, Zili Zhang, Ting Yu, Haifeng Zhou, Yang Gui, Kaming Xue, Junyi Li, Feng Jiang, Alexey Sarapultsev, Huafang Wang, Ge Zhang, Shanshan Luo, Heng Fan, Desheng Hu:
Beneficial Effects of Celastrol on Immune Balance by Modulating Gut Microbiota in Experimental Ulcerative Colitis Mice. Genom. Proteom. Bioinform. 20(2): 288-303 (2022) - [j54]Dezhong Lv, Zhenghong Chang, Yangyang Cai, Junyi Li, Liping Wang, Qiushuang Jiang, Kang Xu, Na Ding, Xia Li, Juan Xu, Yongsheng Li:
TransLnc: a comprehensive resource for translatable lncRNAs extends immunopeptidome. Nucleic Acids Res. 50(D1): 413-420 (2022) - [j53]Zhisheng Zhang, Lingling Xie, Quanan Zheng, Mingming Li, Junyi Li, Min Li:
Coherence of Eddy Kinetic Energy Variation during Eddy Life Span to Low-Frequency Ageostrophic Energy. Remote. Sens. 14(15): 3793 (2022) - [j52]Xiao Ye, Yulin Wu, Jiangsheng Pi, Hong Li, Bo Liu, Yadong Wang, Junyi Li:
Deepgmd: A Graph-Neural-Network-Based Method to Detect Gene Regulator Module. IEEE ACM Trans. Comput. Biol. Bioinform. 19(6): 3366-3373 (2022) - [j51]Simon Hu, Qishen Zhou, Junyi Li, Yibing Wang, Claudio Roncoli, Lihui Zhang, Lewis Lehe:
High Time-Resolution Queue Profile Estimation at Signalized Intersections Based on Extended Kalman Filtering. IEEE Trans. Intell. Transp. Syst. 23(11): 21274-21290 (2022) - [j50]Meilong Jiang, Jürgen Cezanne, Ashwin Sampath, Ori Shental, Qiang Wu, Ozge Hizir Koymen, Ahmed M. Bedewy, Junyi Li:
Wireless Fronthaul for 5G and Future Radio Access Networks: Challenges and Enabling Technologies. IEEE Wirel. Commun. 29(2): 108-114 (2022) - [c86]Junyi Li, Bin Gu, Heng Huang:
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse. AAAI 2022: 7426-7434 - [c85]Tianyang Bai, Hua Wang, Taesang Yoo, Ozge H. Koymen, Junyi Li:
Reliable Millimeter Wave Beam Prediction with Confidence Measure. IEEECONF 2022: 1-5 - [c84]Xiang Cai, Yufeng Xiao, Zhe Zhang, Junyi Li, Hao Deng, Huawei Du:
Traffic flow diversion control system on scheduling algorithm. CIS 2022: 107-111 - [c83]Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation. COLING 2022: 6340-6354 - [c82]Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Dmitry Vyal, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon:
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. CVPR Workshops 2022: 1220-1237 - [c81]Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung:
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report. ECCV Workshops (3) 2022: 3-26 - [c80]Qingyu Yang, Guang Yang, Jun Jiang, Chongyi Li, Ruicheng Feng, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu, Lingchen Sun, Rongyuan Wu, Qiaosi Yi, Rongjian Xu, Xiaohui Liu, Zhilu Zhang, Xiaohe Wu, Ruohao Wang, Junyi Li, Wangmeng Zuo, Faming Fang:
MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report. ECCV Workshops (5) 2022: 36-45 - [c79]Qingyu Yang, Guang Yang, Jun Jiang, Chongyi Li, Ruicheng Feng, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu, Zhen Wang, Daoyu Li, Yuzhe Zhang, Lintao Peng, Xuyang Chang, Yinuo Zhang, Liheng Bian, Bing Li, Jie Huang, Mingde Yao, Ruikang Xu, Feng Zhao, Xiaohui Liu, Rongjian Xu, Zhilu Zhang, Xiaohe Wu, Ruohao Wang, Junyi Li, Wangmeng Zuo, Zhuang Jia, DongJae Lee, Ting Jiang, Qi Wu, Chengzhi Jiang, Mingyan Han, Xinpeng Li, Wenjie Lin, Youwei Li, Haoqiang Fan, Shuaicheng Liu:
MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report. ECCV Workshops (5) 2022: 46-59 - [c78]Junyi Li, Xiaohe Wu, Zhenxing Niu, Wangmeng Zuo:
Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-Ahead Forward Ones. ECCV (18) 2022: 592-609 - [c77]Tianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
TextBox 2.0: A Text Generation Library with Pre-trained Language Models. EMNLP (Demos) 2022: 435-444 - [c76]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation. EMNLP 2022: 1044-1058 - [c75]Chen Zhengganzhe, Bin Zhang, Junyi Li, Yunfa Fu:
Risk Forecast Assessment of Transmission Line Capacity Increase Under Cyberattacks. ICCA 2022: 943-947 - [c74]Qiqi Jiao, Yu Jiang, Yang Zhang, Yadong Wang, Junyi Li:
NSAP: A Neighborhood Subgraph Aggregation Method for Drug-Disease Association Prediction. ICIC (2) 2022: 79-91 - [c73]Hongchang Gao, Junyi Li, Heng Huang:
On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum. ICML 2022: 7017-7035 - [c72]Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao:
A Survey of Vision-Language Pre-Trained Models. IJCAI 2022: 5436-5443 - [c71]Junyi Li, Jian Pei, Heng Huang:
Communication-Efficient Robust Federated Learning with Noisy Labels. KDD 2022: 914-924 - [c70]Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Xin Zhao:
Learning to Transfer Prompts for Text Generation. NAACL-HLT 2022: 3506-3518 - [c69]Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Xin Zhao, Ji-Rong Wen:
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models. NAACL-HLT 2022: 3519-3539 - [c68]Feihu Huang, Junyi Li, Shangqian Gao, Heng Huang:
Enhanced Bilevel Optimization via Bregman Distance. NeurIPS 2022 - [c67]Vasanthan Raghavan, Jung H. Ryu, Ozge H. Koymen, Junyi Li:
Towards Optimal Cooperative Beamforming in Millimeter Wave Systems via Directional Transmissions. WCNC 2022: 1581-1586 - [i39]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
A Survey of Pretrained Language Models Based Text Generation. CoRR abs/2201.05273 (2022) - [i38]Tianyi Tang, Junyi Li, Wayne Xin Zhao:
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation. CoRR abs/2201.08670 (2022) - [i37]Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao:
A Survey of Vision-Language Pre-Trained Models. CoRR abs/2202.10936 (2022) - [i36]Junyi Li, Xiaohe Wu, Zhenxing Niu, Wangmeng Zuo:
Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones. CoRR abs/2204.05532 (2022) - [i35]Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Dmitry Vyal, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Xin Liu, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon:
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. CoRR abs/2204.09314 (2022) - [i34]Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Wayne Xin Zhao, Ji-Rong Wen:
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models. CoRR abs/2205.01523 (2022) - [i33]Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Wayne Xin Zhao:
Learning to Transfer Prompts for Text Generation. CoRR abs/2205.01543 (2022) - [i32]Junyi Li, Feihu Huang, Heng Huang:
Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction. CoRR abs/2205.01608 (2022) - [i31]Junyi Li, Jian Pei, Heng Huang:
Communication-Efficient Robust Federated Learning with Noisy Labels. CoRR abs/2206.05558 (2022) - [i30]Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
MVP: Multi-task Supervised Pre-training for Natural Language Generation. CoRR abs/2206.12131 (2022) - [i29]Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung:
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report. CoRR abs/2210.11153 (2022) - [i28]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation. CoRR abs/2210.13304 (2022) - [i27]Junyi Li, Heng Huang:
FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings. CoRR abs/2210.13686 (2022) - [i26]Tianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Zican Dong, Xiaoxue Cheng, Yuhao Wang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
TextBox 2.0: A Text Generation Library with Pre-trained Language Models. CoRR abs/2212.13005 (2022) - 2021
- [j49]Feng Lin, Jianhao Wei, Junyi Li, Jianming Zhang, Bo Yin:
Local Privacy-Preserving Dynamic Worker Locations in Spatial Crowdsourcing. IEEE Access 9: 27359-27373 (2021) - [j48]Mengying Zhang, Xiyun Jin, Junyi Li, Yi Tian, Qi Wang, Xinhui Li, Juan Xu, Yongsheng Li, Xia Li:
CeRNASeek: an R package for identification and analysis of ceRNA regulation. Briefings Bioinform. 22(3) (2021) - [j47]Chunlong Zhang, Ning Zhao, Xue Zhang, Jun Xiao, Junyi Li, Dezhong Lv, Weiwei Zhou, Yongsheng Li, Juan Xu, Xia Li:
SurvivalMeth: a web server to investigate the effect of DNA methylation-related functional elements on prognosis. Briefings Bioinform. 22(3) (2021) - [j46]Ming He, Chen Huang, Bo Liu, Yadong Wang, Junyi Li:
Factor graph-aggregated heterogeneous network embedding for disease-gene association prediction. BMC Bioinform. 22(1): 165 (2021) - [j45]Junyi Li, Huinian Li, Xiao Ye, Li Zhang, Qingzhe Xu, Yuan Ping, Xiaozhu Jing, Wei Jiang, Qing Liao, Bo Liu, Yadong Wang:
IIMLP: integrated information-entropy-based method for LncRNA prediction. BMC Bioinform. 22-S(3): 243 (2021) - [j44]Junyi Li, Wei Jiang, Henry Han, Jing Liu, Bo Liu, Yadong Wang:
ScGSLC: An unsupervised graph similarity learning framework for single-cell RNA-seq data clustering. Comput. Biol. Chem. 90: 107415 (2021) - [j43]Jianhao Wei, Junyi Li, Yaping Lin, Jin Zhang:
LDP-Based Social Content Protection for Trending Topic Recommendation. IEEE Internet Things J. 8(6): 4353-4372 (2021) - [j42]Junyi Li, Quanan Zheng, Min Li, Qiang Li, Lingling Xie:
Spatiotemporal Distributions of Ocean Color Elements in Response to Tropical Cyclone: A Case Study of Typhoon Mangkhut (2018) Past over the Northern South China Sea. Remote. Sens. 13(4): 687 (2021) - [j41]Junyi Li, Huiyuan Zheng, Lingling Xie, Quanan Zheng, Zheng Ling, Min Li:
Response of Total Suspended Sediment and Chlorophyll-a Concentration to Late Autumn Typhoon Events in the Northwestern South China Sea. Remote. Sens. 13(15): 2863 (2021) - [j40]Hongzhe Guo, Yilei Fu, Yan Gao, Junyi Li, Yadong Wang, Bo Liu:
deGSM: Memory Scalable Construction Of Large Scale de Bruijn Graph. IEEE ACM Trans. Comput. Biol. Bioinform. 18(6): 2157-2166 (2021) - [j39]Xiping Yang, Zhixiang Fang, Yang Xu, Ling Yin, Junyi Li, Zhiyuan Zhao:
Revealing temporal stay patterns in human mobility using large-scale mobile phone location data. Trans. GIS 25(4): 1927-1948 (2021) - [c66]Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu, Puzhao Xie, Zhipeng Chen, Zhuohao Yu, Wayne Xin Zhao, Ji-Rong Wen:
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation. ACL (demo) 2021: 30-39 - [c65]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen:
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models. ACL/IJCNLP (Findings) 2021: 1558-1568 - [c64]Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen:
Generating Long and Coherent Text with Multi-Level Generative Adversarial Networks. APWeb/WAIM (2) 2021: 49-63 - [c63]Yinqiao Li, Lizhen Wang, Peizhong Yang, Junyi Li:
EHUCM: An Efficient Algorithm for Mining High Utility Co-location Patterns from Spatial Datasets with Feature-specific Utilities. DEXA (1) 2021: 185-191 - [c62]Vasanthan Raghavan, Ricardo A. Motos, M. Ali Tassoudji, Yu-Chin Ou, Ozge H. Koymen, Junyi Li:
Hand Blockage Modeling and Beamforming Codebook Mitigation Strategies. ICC 2021: 1-6 - [c61]Naile Shi, Yulin Wu, Linlin Du, Bo Liu, Yadong Wang, Junyi Li:
ScSSC: Semi-supervised Single Cell Clustering Based on 2D Embedding. ICIC (3) 2021: 478-489 - [c60]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen:
Pretrained Language Model for Text Generation: A Survey. IJCAI 2021: 4492-4499 - [c59]Junyi Li, Kaihang Zhang, Loutao Shen, Zhebing Wang, Fangce Guo, Panagiotis Angeloudis, Xiqun Michael Chen, Simon Hu:
A Domain Adaptation Framework for Short-term Traffic Prediction. ITSC 2021: 3564-3569 - [c58]Feihu Huang, Junyi Li, Heng Huang:
SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients. NeurIPS 2021: 9074-9085 - [c57]Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Hu Yuan, Huilin Xu, Guoao Wei, Xiang Pan, Junyi Li, Jianlin Su, Zhenyu Yang, Renfen Hu, Hai Hu:
Few-Shot Learning for Chinese NLP Tasks. NLPCC (2) 2021: 412-421 - [c56]Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen:
Knowledge-based Review Generation by Coherence Enhanced Text Planning. SIGIR 2021: 183-192 - [c55]Pengwei Ma, Kai Wei, Chunyu Jiang, Junyi Li, Jiafeng Tian, Siyuan Liu, Minjing Zhong:
Research on Evaluation System of Relational Cloud Database. TrustCom 2021: 1369-1373 - [i25]Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu, Puzhao Xie, Wayne Xin Zhao, Ji-Rong Wen:
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation. CoRR abs/2101.02046 (2021) - [i24]Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Dan Yang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, Shizhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen:
WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training. CoRR abs/2103.06561 (2021) - [i23]Vasanthan Raghavan, Ricardo A. Motos, M. Ali Tassoudji, Yu-Chin Ou, Ozge H. Koymen, Junyi Li:
Mitigating Hand Blockage with Non-Directional Beamforming Codebooks. CoRR abs/2104.06472 (2021) - [i22]Junyi Li, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen:
Knowledge-based Review Generation by Coherence Enhanced Text Planning. CoRR abs/2105.03815 (2021) - [i21]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen:
Pretrained Language Models for Text Generation: A Survey. CoRR abs/2105.10311 (2021) - [i20]Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen:
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models. CoRR abs/2106.01623 (2021) - [i19]Feihu Huang, Junyi Li, Heng Huang:
SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients. CoRR abs/2106.08208 (2021) - [i18]Feihu Huang, Junyi Li, Heng Huang:
Compositional Federated Learning: Applications in Distributionally Robust Averaging and Meta Learning. CoRR abs/2106.11264 (2021) - [i17]Junyi Li, Bin Gu, Heng Huang:
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse. CoRR abs/2112.04660 (2021) - 2020
- [j38]Fulin Zhou, Junyi Li, Yaping Lin, Jianhao Wei, Voundi Koe Arthur Sandor:
A Secure and Efficient Task Matching Scheme for Spatial Crowdsourcing. IEEE Access 8: 155819-155831 (2020) - [j37]