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ORCIDYingbo Zhou 0002
Person information
- affiliation: Salesforce Research, San Francisco, CA, USA
- affiliation (PhD 2015): State University of New York, Buffalo, NY, USA
Other persons with the same name
- Yingbo Zhou — disambiguation page
- Yingbo Zhou 0001
![[0000-0001-6034-9667]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-6034-9667")
— East China Normal University, MoE Engineering Research Center of SW/HW, Co-Design Technology and Application, Shanghai, China
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2020 – today
- 2025
[c58]Ziyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen:
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks. ICLR 2025- [c57]Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh R. N., Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong:
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. ICLR 2025 - [c56]Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo:
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models. NAACL (Long Papers) 2025: 3711-3726 - [i78]Bo Pang, Hanze Dong, Jiacheng Xu, Silvio Savarese, Yingbo Zhou, Caiming Xiong:
BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation. CoRR abs/2502.03860 (2025) - [i77]Jiacheng Xu, Bo Pang, Jin Qu, Hiroaki Hayashi, Caiming Xiong, Yingbo Zhou:
CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification. CoRR abs/2502.08806 (2025) - [i76]Philippe Laban, Hiroaki Hayashi, Yingbo Zhou, Jennifer Neville:
LLMs Get Lost In Multi-Turn Conversation. CoRR abs/2505.06120 (2025) - [i75]Erik Nijkamp, Bo Pang, Egor Pakhomov, Akash Gokul, Jin Qu, Silvio Savarese, Yingbo Zhou, Caiming Xiong:
xGen-small Technical Report. CoRR abs/2505.06496 (2025) - [i74]Revanth Gangi Reddy, Tarun Suresh, JaeHyeok Doo, Ye Liu, Xuan-Phi Nguyen, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Heng Ji, Shafiq Joty:
SweRank: Software Issue Localization with Code Ranking. CoRR abs/2505.07849 (2025) - [i73]Raghuveer Thirukovalluru, Rui Meng, Ye Liu, Karthikeyan K, Mingyi Su, Ping Nie, Semih Yavuz, Yingbo Zhou, Wenhu Chen, Bhuwan Dhingra:
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining. CoRR abs/2505.11293 (2025) - [i72]Rui Meng, Ziyan Jiang, Ye Liu, Mingyi Su, Xinyi Yang, Yuepeng Fu, Can Qin, Zeyuan Chen, Ran Xu, Caiming Xiong, Yingbo Zhou, Wenhu Chen, Semih Yavuz:
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents. CoRR abs/2507.04590 (2025) - [i71]Haolin Chen, Shiyu Wang, Can Qin, Bo Pang, Zuxin Liu, Jielin Qiu, Jianguo Zhang, Yingbo Zhou, Zeyuan Chen, Ran Xu, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang, Weiran Yao:
CoDA: Coding LM via Diffusion Adaptation. CoRR abs/2510.03270 (2025) - [i70]Lifu Tu, Yingbo Zhou, Semih Yavuz:
Retrofitting Small Multilingual Models for Retrieval: Matching 7B Performance with 300M Parameters. CoRR abs/2510.14274 (2025) - [i69]Bo Pang, Deqian Kong, Silvio Savarese, Caiming Xiong, Yingbo Zhou:
Reasoning Curriculum: Bootstrapping Broad LLM Reasoning from Math. CoRR abs/2510.26143 (2025) - [i68]Hiroaki Hayashi, Bo Pang, Wenting Zhao, Ye Liu, Akash Gokul, Srijan Bansal, Caiming Xiong, Semih Yavuz, Yingbo Zhou:
Self-Abstraction from Grounded Experience for Plan-Guided Policy Refinement. CoRR abs/2511.05931 (2025) - [i67]Haizhou Shi, Ye Liu, Bo Pang, Zeyu Leo Liu, Hao Wang, Silvio Savarese, Caiming Xiong, Yingbo Zhou, Semih Yavuz:
SSR: Socratic Self-Refine for Large Language Model Reasoning. CoRR abs/2511.10621 (2025) - [i66]Revanth Gangi Reddy, Ye Liu, Wenting Zhao, JaeHyeok Doo, Tarun Suresh, Daniel Lee, Caiming Xiong, Yingbo Zhou, Semih Yavuz, Shafiq Joty:
SweRank+: Multilingual, Multi-Turn Code Ranking for Software Issue Localization. CoRR abs/2512.20482 (2025) - 2024
- [j7]Ansong Ni, Pengcheng Yin, Yilun Zhao, Martin Riddell, Troy Feng, Rui Shen, Stephen Yin, Ye Liu, Semih Yavuz, Caiming Xiong, Shafiq Joty, Yingbo Zhou, Dragomir Radev, Arman Cohan:
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. Trans. Assoc. Comput. Linguistics 12: 1311-1329 (2024) - [j6]Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang:
RLHF Workflow: From Reward Modeling to Online RLHF. Trans. Mach. Learn. Res. 2024 (2024) - [c55]Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou:
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. EACL (Findings) 2024: 1278-1294 - [c54]Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong:
xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations. ECCV Workshops (5) 2024: 249-265 - [c53]Rui Meng, Ye Liu, Lifu Tu, Daqing He, Yingbo Zhou, Semih Yavuz:
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models. EMNLP (Findings) 2024: 8615-8622 - [c52]Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou:
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding. EMNLP 2024: 15532-15548 - [c51]Simeng Han, Aaron Yu, Rui Shen, Zhenting Qi, Martin Riddell, Wenfei Zhou, Yujie Qiao, Yilun Zhao, Semih Yavuz, Ye Liu, Shafiq Joty, Yingbo Zhou, Caiming Xiong, Dragomir Radev, Rex Ying, Arman Cohan:
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains. EMNLP (Findings) 2024: 16553-16565 - [c50]Simeng Han, Hailey Schoelkopf, Yilun Zhao, Zhenting Qi, Martin Riddell, Wenfei Zhou, James Coady, David Peng, Yujie Qiao, Luke Benson, Lucy Sun, Alexander Wardle-Solano, Hannah Szabó, Ekaterina Zubova, Matthew Burtell, Jonathan Fan, Yixin Liu, Brian Wong, Malcolm Sailor, Ansong Ni, Linyong Nan, Jungo Kasai, Tao Yu, Rui Zhang, Alexander R. Fabbri, Wojciech Kryscinski, Semih Yavuz, Ye Liu, Xi Victoria Lin, Shafiq Joty, Yingbo Zhou, Caiming Xiong, Rex Ying, Arman Cohan, Dragomir Radev:
FOLIO: Natural Language Reasoning with First-Order Logic. EMNLP 2024: 22017-22031 - [c49]Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz:
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. NAACL-HLT (Findings) 2024: 51-68 - [c48]Bo Pang, Caiming Xiong, Yingbo Zhou:
ARM: Alignment with Residual Energy-Based Model. NAACL-HLT 2024: 8225-8236 - [c47]Hung Le, Doyen Sahoo, Yingbo Zhou, Caiming Xiong, Silvio Savarese:
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness. NeurIPS 2024 - [i65]Tong Niu, Caiming Xiong, Semih Yavuz, Yingbo Zhou:
Parameter-Efficient Detoxification with Contrastive Decoding. CoRR abs/2401.06947 (2024) - [i64]Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang:
RLHF Workflow: From Reward Modeling to Online RLHF. CoRR abs/2405.07863 (2024) - [i63]Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo:
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness. CoRR abs/2407.02518 (2024) - [i62]Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh Murthy, Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong:
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. CoRR abs/2408.07060 (2024) - [i61]Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong:
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations. CoRR abs/2408.12590 (2024) - [i60]Rui Meng, Ye Liu, Lifu Tu, Daqing He, Yingbo Zhou, Semih Yavuz:
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models. CoRR abs/2410.02308 (2024) - [i59]Ziyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen:
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks. CoRR abs/2410.05160 (2024) - [i58]Zhenwen Liang, Ye Liu, Tong Niu, Xiangliang Zhang, Yingbo Zhou, Semih Yavuz:
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification. CoRR abs/2410.05318 (2024) - [i57]Simeng Han, Aaron Yu, Rui Shen, Zhenting Qi, Martin Riddell, Wenfei Zhou, Yujie Qiao, Yilun Zhao, Semih Yavuz, Ye Liu, Shafiq Joty, Yingbo Zhou, Caiming Xiong, Dragomir Radev, Rex Ying, Arman Cohan:
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains. CoRR abs/2410.09207 (2024) - [i56]Tong Niu, Shafiq Joty, Ye Liu, Caiming Xiong, Yingbo Zhou, Semih Yavuz:
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking. CoRR abs/2411.00142 (2024) - [i55]Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo:
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models. CoRR abs/2411.04329 (2024) - [i54]Ye Liu, Rui Meng, Shafiq Joty, Silvio Savarese, Caiming Xiong, Yingbo Zhou, Semih Yavuz:
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval. CoRR abs/2411.12644 (2024) - [i53]Lifu Tu, Rui Meng, Shafiq Joty, Yingbo Zhou, Semih Yavuz:
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown. CoRR abs/2411.15993 (2024) - [i52]Hailin Chen, Fangkai Jiao, Mathieu Ravaut, Nawshad Farruque, Xuan-Phi Nguyen, Chengwei Qin, Manan Dey, Bosheng Ding, Caiming Xiong, Shafiq Joty, Yingbo Zhou:
StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs. CoRR abs/2412.18011 (2024) - 2023
- [j5]Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang:
Merlion: End-to-End Machine Learning for Time Series. J. Mach. Learn. Res. 24: 226:1-226:6 (2023) - [c46]Rui Meng, Tong Wang, Xingdi Yuan, Yingbo Zhou, Daqing He:
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation. ACL (Findings) 2023: 1602-1618 - [c45]Jiacheng Xu, Caiming Xiong, Silvio Savarese, Yingbo Zhou:
Best-k Search Algorithm for Neural Text Generation. ACL (1) 2023: 12385-12401 - [c44]Bo Pang, Semih Yavuz, Caiming Xiong, Yingbo Zhou:
SharPT: Shared Latent Space Prompt Tuning. EACL (Findings) 2023: 1214-1220 - [c43]Bo Pang, Erik Nijkamp, Wojciech Kryscinski, Silvio Savarese, Yingbo Zhou, Caiming Xiong:
Long Document Summarization with Top-down and Bottom-up Inference. EACL (Findings) 2023: 1237-1254 - [c42]Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou:
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution. EMNLP (Findings) 2023: 4437-4451 - [c41]Srijan Bansal, Semih Yavuz, Bo Pang, Meghana Bhat, Yingbo Zhou:
Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP (Findings) 2023: 8200-8220 - [c40]Erik Nijkamp, Bo Pang, Hiroaki Hayashi, Lifu Tu, Huan Wang, Yingbo Zhou, Silvio Savarese, Caiming Xiong:
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis. ICLR 2023 - [c39]Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese, Stefano Ermon, Yun Fu, Ran Xu:
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild. NeurIPS 2023 - [i51]Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou:
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. CoRR abs/2304.01295 (2023) - [i50]Erik Nijkamp, Hiroaki Hayashi, Caiming Xiong, Silvio Savarese, Yingbo Zhou:
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages. CoRR abs/2305.02309 (2023) - [i49]Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou:
Answering Complex Questions over Text by Hybrid Question Parsing and Execution. CoRR abs/2305.07789 (2023) - [i48]Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese, Stefano Ermon, Yun Fu, Ran Xu:
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild. CoRR abs/2305.11147 (2023) - [i47]Srijan Bansal, Semih Yavuz, Bo Pang, Meghana Bhat, Yingbo Zhou:
Few-shot Unified Question Answering: Tuning Models or Prompts? CoRR abs/2305.14569 (2023) - [i46]Ye Liu, Semih Yavuz, Rui Meng, Meghana Moorthy, Shafiq Joty, Caiming Xiong, Yingbo Zhou:
Exploring the Integration Strategies of Retriever and Large Language Models. CoRR abs/2308.12574 (2023) - [i45]Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong:
XGen-7B Technical Report. CoRR abs/2309.03450 (2023) - [i44]Meghana Moorthy Bhat, Rui Meng, Ye Liu, Yingbo Zhou, Semih Yavuz:
Investigating Answerability of LLMs for Long-Form Question Answering. CoRR abs/2309.08210 (2023) - [i43]Ansong Ni, Pengcheng Yin, Yilun Zhao, Martin Riddell, Troy Feng, Rui Shen, Stephen Yin, Ye Liu, Semih Yavuz, Caiming Xiong, Shafiq Joty, Yingbo Zhou, Dragomir Radev, Arman Cohan:
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. CoRR abs/2309.17446 (2023) - [i42]Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz:
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. CoRR abs/2310.20170 (2023) - [i41]Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou:
Unlocking Anticipatory Text Generation: A Constrained Approach for Faithful Decoding with Large Language Models. CoRR abs/2312.06149 (2023) - 2022
- [c38]Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong:
Modeling Multi-hop Question Answering as Single Sequence Prediction. ACL (1) 2022: 974-990 - [c37]Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong:
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval. ACL (Findings) 2022: 2869-2882 - [c36]Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong:
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. ACL (1) 2022: 6032-6043 - [c35]Lifu Tu, Caiming Xiong, Yingbo Zhou:
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models. EMNLP (Findings) 2022: 5478-5485 - [c34]Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou:
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database. EMNLP 2022: 8858-8869 - [c33]Yu Bai, Song Mei, Huan Wang, Yingbo Zhou, Caiming Xiong:
Efficient and Differentiable Conformal Prediction with General Function Classes. ICLR 2022 - [c32]Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou:
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control. NAACL-HLT (Findings) 2022: 528-535 - [c31]Devansh Arpit, Huan Wang, Yingbo Zhou, Caiming Xiong:
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization. NeurIPS 2022 - [i40]Yu Bai, Song Mei, Huan Wang, Yingbo Zhou, Caiming Xiong:
Efficient and Differentiable Conformal Prediction with General Function Classes. CoRR abs/2202.11091 (2022) - [i39]Man Luo, Kazuma Hashimoto, Semih Yavuz, Zhiwei Liu, Chitta Baral, Yingbo Zhou:
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering. CoRR abs/2203.07522 (2022) - [i38]Bo Pang, Erik Nijkamp, Wojciech Kryscinski, Silvio Savarese, Yingbo Zhou, Caiming Xiong:
Long Document Summarization with Top-down and Bottom-up Inference. CoRR abs/2203.07586 (2022) - [i37]Tian Xie, Xinyi Yang, Angela S. Lin, Feihong Wu, Kazuma Hashimoto, Jin Qu, Young Mo Kang, Wenpeng Yin, Huan Wang, Semih Yavuz, Gang Wu, Michael Jones, Richard Socher, Yingbo Zhou, Wenhao Liu, Caiming Xiong:
Converse: A Tree-Based Modular Task-Oriented Dialogue System. CoRR abs/2203.12187 (2022) - [i36]Erik Nijkamp, Bo Pang, Hiroaki Hayashi, Lifu Tu, Huan Wang, Yingbo Zhou, Silvio Savarese, Caiming Xiong:
A Conversational Paradigm for Program Synthesis. CoRR abs/2203.13474 (2022) - [i35]Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong:
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval. CoRR abs/2205.08605 (2022) - [i34]Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong:
Modeling Multi-hop Question Answering as Single Sequence Prediction. CoRR abs/2205.09226 (2022) - [i33]Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou:
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control. CoRR abs/2207.02263 (2022) - [i32]Paul Kassianik, Erik Nijkamp, Bo Pang, Yingbo Zhou, Caiming Xiong:
BigIssue: A Realistic Bug Localization Benchmark. CoRR abs/2207.10739 (2022) - [i31]Rui Meng, Tong Wang, Xingdi Yuan, Yingbo Zhou, Daqing He:
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation. CoRR abs/2208.09606 (2022) - [i30]Lifu Tu, Caiming Xiong, Yingbo Zhou:
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models. CoRR abs/2210.12360 (2022) - [i29]Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou:
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database. CoRR abs/2211.05165 (2022) - [i28]Jiacheng Xu, Caiming Xiong, Silvio Savarese, Yingbo Zhou:
Best-k Search Algorithm for Neural Text Generation. CoRR abs/2211.11924 (2022) - [i27]Rui Meng, Ye Liu, Semih Yavuz, Divyansh Agarwal, Lifu Tu, Ning Yu, Jianguo Zhang, Meghana Bhat, Yingbo Zhou:
Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation. CoRR abs/2212.08841 (2022) - 2021
- [c30]Mingfei Gao, Yingbo Zhou, Ran Xu, Richard Socher, Caiming Xiong:
WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos. CVPR 2021: 1915-1923 - [c29]Ye Liu, Kazuma Hashimoto, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Philip S. Yu:
Dense Hierarchical Retrieval for Open-domain Question Answering. EMNLP (Findings) 2021: 188-200 - [c28]Tong Niu, Semih Yavuz, Yingbo Zhou, Nitish Shirish Keskar, Huan Wang, Caiming Xiong:
Unsupervised Paraphrasing with Pretrained Language Models. EMNLP (1) 2021: 5136-5150 - [c27]Heather C. Lent, Semih Yavuz, Tao Yu, Tong Niu, Yingbo Zhou, Dragomir Radev, Xi Victoria Lin:
Testing Cross-Database Semantic Parsers With Canonical Utterances. Eval4NLP 2021: 73-83 - [c26]Junwen Bai, Weiran Wang, Yingbo Zhou, Caiming Xiong:
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components. ICLR 2021 - [c25]Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong:
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. ICLR 2021 - [c24]Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov:
Focused Attention Improves Document-Grounded Generation. NAACL-HLT 2021: 4274-4287 - [c23]Young Mo Kang, Wenhao Liu, Yingbo Zhou:
QueryBlazer: Efficient Query Autocompletion Framework. WSDM 2021: 1020-1028 - [i26]Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov:
Focused Attention Improves Document-Grounded Generation. CoRR abs/2104.12714 (2021) - [i25]Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong:
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. CoRR abs/2109.08678 (2021) - [i24]Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang:
Merlion: A Machine Learning Library for Time Series. CoRR abs/2109.09265 (2021) - [i23]Devansh Arpit, Huan Wang, Yingbo Zhou, Caiming Xiong:
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization. CoRR abs/2110.10832 (2021) - [i22]Ye Liu, Kazuma Hashimoto, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Philip S. Yu:
Dense Hierarchical Retrieval for Open-Domain Question Answering. CoRR abs/2110.15439 (2021) - 2020
- [c22]Weiran Wang, Guangsen Wang, Aadyot Bhatnagar, Yingbo Zhou, Caiming Xiong, Richard Socher:
An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition. INTERSPEECH 2020: 1778-1782 - [c21]Huaxiu Yao, Yingbo Zhou, Mehrdad Mahdavi, Zhenhui Li, Richard Socher, Caiming Xiong:
Online Structured Meta-learning. NeurIPS 2020 - [i21]Lichao Sun, Yingbo Zhou, Philip S. Yu, Caiming Xiong:
Differentially Private Deep Learning with Smooth Sensitivity. CoRR abs/2003.00505 (2020) - [i20]Young Mo Kang, Yingbo Zhou:
Fast and Robust Unsupervised Contextual Biasing for Speech Recognition. CoRR abs/2005.01677 (2020) - [i19]Mingfei Gao, Yingbo Zhou, Ran Xu, Richard Socher, Caiming Xiong:
WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos. CoRR abs/2006.03732 (2020) - [i18]Junwen Bai, Weiran Wang, Yingbo Zhou, Caiming Xiong:
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components. CoRR abs/2010.03135 (2020) - [i17]Huaxiu Yao, Yingbo Zhou, Mehrdad Mahdavi, Zhenhui Li, Richard Socher, Caiming Xiong:
Online Structured Meta-learning. CoRR abs/2010.11545 (2020) - [i16]Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong:
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. CoRR abs/2010.12850 (2020) - [i15]Tong Niu, Semih Yavuz, Yingbo Zhou, Huan Wang, Nitish Shirish Keskar, Caiming Xiong:
Unsupervised Paraphrase Generation via Dynamic Blocking. CoRR abs/2010.12885 (2020)
2010 – 2019
- 2019
- [c20]Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher:
Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation. ICLR (Poster) 2019 - [c19]Xilai Li, Yingbo Zhou, Tianfu Wu, Richard Socher, Caiming Xiong:
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting. ICML 2019: 3925-3934 - [c18]Yingbo Zhou, Utkarsh Porwal, Roberto Konow:
Spelling Correction as a Foreign Language. eCOM@SIGIR 2019 - [i14]Xilai Li, Yingbo Zhou, Tianfu Wu, Richard Socher, Caiming Xiong:
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting. CoRR abs/1904.00310 (2019) - 2018
- [c17]Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong:
End-to-End Dense Video Captioning With Masked Transformer. CVPR 2018: 8739-8748 - [c16]Yingbo Zhou, Caiming Xiong, Richard Socher:
Improving End-to-End Speech Recognition with Policy Learning. ICASSP 2018: 5819-5823 - [c15]Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher:
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. INTERSPEECH 2018: 3758-3762 - [i13]Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher:
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation. CoRR abs/1804.00522 (2018) - [i12]Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong:
End-to-End Dense Video Captioning with Masked Transformer. CoRR abs/1804.00819 (2018) - [i11]Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher:
Augmented Cyclic Adversarial Learning for Domain Adaptation. CoRR abs/1807.00374 (2018) - 2017
- [c14]Yingbo Zhou, Ifeoma Nwogu:
Learning to Generate High Resolution Images with Bilateral Adversarial Networks. ICAIP 2017: 113-117 - [i10]Yingbo Zhou, Utkarsh Porwal, Roberto Konow:
Spelling Correction as a Foreign Language. CoRR abs/1705.07371 (2017) - [i9]Yingbo Zhou, Caiming Xiong, Richard Socher:
Improving End-to-End Speech Recognition with Policy Learning. CoRR abs/1712.07101 (2017) - [i8]Yingbo Zhou, Caiming Xiong, Richard Socher:
Improved Regularization Techniques for End-to-End Speech Recognition. CoRR abs/1712.07108 (2017) - 2016
- [c13]Rohit Kumar Pandey, Yingbo Zhou, Bhargava Urala Kota, Venu Govindaraju:
Deep Secure Encoding for Face Template Protection. CVPR Workshops 2016: 77-83 - [c12]Devansh Arpit, Yingbo Zhou, Hung Q. Ngo, Venu Govindaraju:
Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016: 136-144 - [c11]Devansh Arpit, Yingbo Zhou, Bhargava Urala Kota, Venu Govindaraju:
Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks. ICML 2016: 1168-1176 - [i7]Devansh Arpit, Yingbo Zhou, Bhargava Urala Kota, Venu Govindaraju:
Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks. CoRR abs/1603.01431 (2016) - [i6]Devansh Arpit, Hung Q. Ngo, Yingbo Zhou, Nils Napp, Venu Govindaraju:
Towards Optimality Conditions for Non-Linear Networks. CoRR abs/1605.07145 (2016) - 2015
- [j4]Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio:
Challenges in representation learning: A report on three machine learning contests. Neural Networks 64: 59-63 (2015) - [i5]Devansh Arpit, Yingbo Zhou, Hung Q. Ngo, Venu Govindaraju:
Why Regularized Auto-Encoders learn Sparse Representation? CoRR abs/1505.05561 (2015) - [i4]Rohit Pandey, Yingbo Zhou, Venu Govindaraju:
Deep Secure Encoding: An Application to Face Recognition. CoRR abs/1506.04340 (2015) - [i3]Rohit Kumar Pandey, Yingbo Zhou, Bhargava Urala Kota, Venu Govindaraju:
Maximum Entropy Binary Encoding for Face Template Protection. CoRR abs/1512.01691 (2015) - 2014
- [c10]Yingbo Zhou, Utkarsh Porwal, Ce Zhang, Hung Q. Ngo, XuanLong Nguyen, Christopher Ré, Venu Govindaraju:
Parallel Feature Selection Inspired by Group Testing. NIPS 2014: 3554-3562 - [c9]Ifeoma Nwogu, Yingbo Zhou:
Shared features for multiple face-based biometrics. SMC 2014: 417-422 - [i2]Yingbo Zhou:
Learning Deep Autoencoders without Layer-wise Training. CoRR abs/1405.1380 (2014) - 2013
- [j3]Yingbo Zhou, Ifeoma Nwogu, Venu Govindaraju:
Labeling Spain With Stanford. IEEE Trans. Image Process. 22(12): 5362-5371 (2013) - [c8]Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio:
Challenges in Representation Learning: A Report on Three Machine Learning Contests. ICONIP (3) 2013: 117-124 - [i1]Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio:
Challenges in Representation Learning: A report on three machine learning contests. CoRR abs/1307.0414 (2013) - 2012
- [j2]Ajay Kumar, Yingbo Zhou:
Human Identification Using Finger Images. IEEE Trans. Image Process. 21(4): 2228-2244 (2012) - [c7]Utkarsh Porwal, Yingbo Zhou, Venu Govindaraju:
Handwritten Arabic text recognition using Deep Belief Networks. ICPR 2012: 302-305 - 2011
- [j1]Yingbo Zhou, Ajay Kumar:
Human Identification Using Palm-Vein Images. IEEE Trans. Inf. Forensics Secur. 6(4): 1259-1274 (2011) - [c6]Ifeoma Nwogu, Yingbo Zhou, Christopher Brown:
DISCO: Describing Images Using Scene Contexts and Objects. AAAI 2011: 1487-1493 - [c5]Ajay Kumar, Yingbo Zhou:
Contactless fingerprint identification using level zero features. CVPR Workshops 2011: 114-119 - [c4]Ifeoma Nwogu, Yingbo Zhou, Christopher Brown:
An ontology for generating descriptions about natural outdoor scenes. ICCV Workshops 2011: 656-663 - [c3]Yingbo Zhou, Ifeoma Nwogu, Venu Govindaraju:
Generating Visual Content from Images via Segmentation. IWCIA Special Track on Applications 2011: 73-84 - 2010
- [c2]Yingbo Zhou, Ajay Kumar:
Contactless palm vein identification using multiple representations. BTAS 2010: 1-6 - [c1]Yingbo Zhou, Ajay Kumar:
Personal Identification from Iris Images Using Localized Radon Transform. ICPR 2010: 2840-2843
Coauthor Index
Shafiq R. Joty
aka: Shafiq Joty
aka: Shafiq Joty
[c57] [c56] [i78] [i77] [i75] [i74] [i72] [i71] [i69] [i68] [i67] [i66] [j7] [j6] [c55] [c54] [c52] [c51] [c50] [c48] [c47] [i65] [i64] [i63] [i62] [i61] [i57] [i56] [i55] [i54] [i52] [j5] [c45] [c44] [c43] [c42] [c40] [c39] [i51] [i50] [i49] [i48] [i46] [i45] [i43] [i41] [c38] [c37] [c36] [c35] [c34] [c33] [c31] [i40] [i38] [i37] [i36] [i35] [i34] [i32] [i30] [i29] [i28] [c30] [c29] [c28] [c26] [c25] [i25] [i24] [i23] [i22] [c22] [c21] [i21] [i19] [i18] [i17] [i16] [i15] [c20] [c19] [i14] [c17] [c16] [c15] [i13] [i12] [i11] [i9] [i8]
[c58] [i74] [i73] [i72] [i70] [i68] [i67] [i66] [j7] [c55] [c53] [c52] [c51] [c50] [c49] [i65] [i60] [i59] [i58] [i57] [i56] [i54] [i53] [c44] [c42] [c41] [i51] [i49] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [c38] [c36] [c34] [c32] [i39] [i37] [i34] [i33] [i29] [i27] [c29] [c28] [c27] [c25] [i25] [i22] [i16] [i15]
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