Xinyun Chen - RankMe

149 papers A* 35A 5C 1Misc 6Journal 78Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Uniform Moment Bounds for Generalized Jackson Networks in Multiscale Heavy Traffic. Math. Oper. Res. Jin Guang, Xinyun Chen, Jiangang Dai
2025	—	`conf`	Agentic AI for Enterprise: Emerging Applications and Real-world Challenges. KDD (2) Anbang Xu, Min Du, Tan Yu, Meghana Puvvadi, Tao Yu, Yufan Guo, Xinyun Chen, Justin Gottschlich
2025	J	`jnl`	Evolving Deeper LLM Thinking. CoRR Kuang-Huei Lee, Ian Fischer, Yueh-Hua Wu, Dave Marwood, Shumeet Baluja, Dale Schuurmans, Xinyun Chen
2025	A*	`conf`	MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations. ICML Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang
2025	J	`jnl`	MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations. CoRR Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang
2025	—	`conf`	On Memorization of Large Language Models in Logical Reasoning. IJCNLP-AACL (long papers) Chulin Xie, Yangsibo Huang, Chiyuan Zhang, Da Yu, Xinyun Chen, Bill Yuchen Lin, Bo Li, Badih Ghazi, Ravi Kumar
2025	J	`jnl`	Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. CoRR Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao
2025	J	`jnl`	SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling. CoRR Jiefeng Chen, Jie Ren, Xinyun Chen, Chengrun Yang, Ruoxi Sun, Sercan Ö. Arik
2025	J	`jnl`	SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling. Trans. Mach. Learn. Res. Jiefeng Chen, Jie Ren, Xinyun Chen, Chengrun Yang, Ruoxi Sun, Jinsung Yoon, Sercan Ö. Arik
2025	A*	`conf`	Vulnerability Detection with Code Language Models: How Far are We? ICSE Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim, Chawin Sitawarin, Xinyun Chen, Basel Alomair, David A. Wagner, Baishakhi Ray, Yizheng Chen
2025	J	`jnl`	When Machine Learning Meets Importance Sampling: A More Efficient Rare Event Estimation Approach. CoRR Ruoning Zhao, Xinyun Chen
2024	A*	`conf`	A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts. ICML Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta, John F. Canny, Ian Fischer
2024	J	`jnl`	A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts. CoRR Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta, John F. Canny, Ian Fischer
2024	A*	`conf`	AISec '24: 17th ACM Workshop on Artificial Intelligence and Security. CCS Maura Pintor, Matthew Jagielski, Xinyun Chen
2024	J	`jnl`	An Online Learning Approach to Dynamic Pricing and Capacity Sizing in Service Systems. Oper. Res. Xinyun Chen, Yunan Liu, Guiyu Hong
2024	J	`jnl`	BioCoder: a benchmark for bioinformatics code generation with large language models. Bioinform. Xiangru Tang, Bill Qian, Rick Gao, Jiakang Chen, Xinyun Chen, Mark B. Gerstein
2024	A*	`conf`	Chain of Code: Reasoning with a Language Model-Augmented Code Emulator. ICML Chengshu Li, Jacky Liang, Andy Zeng, Xinyun Chen, Karol Hausman, Dorsa Sadigh, Sergey Levine, Li Fei-Fei, Fei Xia, Brian Ichter
2024	A	`conf`	Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise. CIKM Anbang Xu, Tan Yu, Min Du, Pritam Gundecha, Yufan Guo, Xinliang Zhu, May Wang, Ping Li, Xinyun Chen
2024	A*	`conf`	Large Language Models Cannot Self-Correct Reasoning Yet. ICLR Jie Huang, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou
2024	A*	`conf`	Large Language Models as Analogical Reasoners. ICLR Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou
2024	A*	`conf`	Large Language Models as Optimizers. ICLR Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen
2024	A*	`conf`	Large Language Models as Tool Makers. ICLR Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, Denny Zhou
2024	A*	`conf`	Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. ICLR Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou
2024	J	`jnl`	NATURAL PLAN: Benchmarking LLMs on Natural Language Planning. CoRR Huaixiu Steven Zheng, Swaroop Mishra, Hugh Zhang, Xinyun Chen, Minmin Chen, Azade Nova, Le Hou, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou
2024	J	`jnl`	On Memorization of Large Language Models in Logical Reasoning. CoRR Chulin Xie, Yangsibo Huang, Chiyuan Zhang, Da Yu, Xinyun Chen, Bill Yuchen Lin, Bo Li, Badih Ghazi, Ravi Kumar
2024	A*	`conf`	Premise Order Matters in Reasoning with Large Language Models. ICML Xinyun Chen, Ryan A. Chi, Xuezhi Wang, Denny Zhou
2024	J	`jnl`	Premise Order Matters in Reasoning with Large Language Models. CoRR Xinyun Chen, Ryan A. Chi, Xuezhi Wang, Denny Zhou
2024	—	`ed.`	Proceedings of the 2024 Workshop on Artificial Intelligence and Security, AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024 AISec@CCS Maura Pintor, Xinyun Chen, Matthew Jagielski
2024	A*	`conf`	SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures. NeurIPS Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
2024	J	`jnl`	Scaling Instruction-Finetuned Language Models. J. Mach. Learn. Res. Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Alex Castro-Ros, Marie Pellat, Kevin Robinson, Dasha Valter, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei
2024	J	`jnl`	Self-Discover: Large Language Models Self-Compose Reasoning Structures. CoRR Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
2024	A*	`conf`	Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models. ICLR Huaixiu Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed H. Chi, Quoc V. Le, Denny Zhou
2024	A*	`conf`	Teaching Large Language Models to Self-Debug. ICLR Xinyun Chen, Maxwell Lin, Nathanael Schärli, Denny Zhou
2024	J	`jnl`	Towards Defending Multiple ℓ Int. J. Comput. Vis. Aishan Liu, Shiyu Tang, Xinyun Chen, Lei Huang, Haotong Qin, Xianglong Liu, Dacheng Tao
2024	J	`jnl`	Transformers Can Achieve Length Generalization But Not Robustly. CoRR Yongchao Zhou, Uri Alon, Xinyun Chen, Xuezhi Wang, Rishabh Agarwal, Denny Zhou
2024	J	`jnl`	Vulnerability Detection with Code Language Models: How Far Are We? CoRR Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim, Chawin Sitawarin, Xinyun Chen, Basel Alomair, David A. Wagner, Baishakhi Ray, Yizheng Chen
2023	A*	`conf`	AISec '23: 16th ACM Workshop on Artificial Intelligence and Security. CCS Maura Pintor, Florian Simon Tramèr, Xinyun Chen
2023	J	`jnl`	BioCoder: A Benchmark for Bioinformatics Code Generation with Contextual Pragmatic Knowledge. CoRR Xiangru Tang, Bill Qian, Rick Gao, Jiakang Chen, Xinyun Chen, Mark Gerstein
2023	J	`jnl`	Chain of Code: Reasoning with a Language Model-Augmented Code Emulator. CoRR Chengshu Li, Jacky Liang, Andy Zeng, Xinyun Chen, Karol Hausman, Dorsa Sadigh, Sergey Levine, Li Fei-Fei, Fei Xia, Brian Ichter
2023	A*	`conf`	Compositional Semantic Parsing with Large Language Models. ICLR Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou
2023	J	`jnl`	Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. IEEE Trans. Pattern Anal. Mach. Intell. Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein
2023	A	`conf`	DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection. RAID Yizheng Chen, Zhoujie Ding, Lamya Alowain, Xinyun Chen, David A. Wagner
2023	J	`jnl`	DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection. CoRR Yizheng Chen, Zhoujie Ding, Xinyun Chen, David A. Wagner
2023	J	`jnl`	Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts. CoRR Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou
2023	A*	`conf`	Large Language Models Can Be Easily Distracted by Irrelevant Context. ICML Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H. Chi, Nathanael Schärli, Denny Zhou
2023	J	`jnl`	Large Language Models Can Be Easily Distracted by Irrelevant Context. CoRR Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H. Chi, Nathanael Schärli, Denny Zhou
2023	J	`jnl`	Large Language Models Cannot Self-Correct Reasoning Yet. CoRR Jie Huang, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou
2023	J	`jnl`	Large Language Models as Analogical Reasoners. CoRR Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou
2023	J	`jnl`	Large Language Models as Optimizers. CoRR Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen
2023	J	`jnl`	Large Language Models as Tool Makers. CoRR Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, Denny Zhou
2023	J	`jnl`	Large Language Models can Learn Rules. CoRR Zhaocheng Zhu, Yuan Xue, Xinyun Chen, Denny Zhou, Jian Tang, Dale Schuurmans, Hanjun Dai
2023	J	`jnl`	Larger language models do in-context learning differently. CoRR Jerry W. Wei, Jason Wei, Yi Tay, Dustin Tran, Albert Webson, Yifeng Lu, Xinyun Chen, Hanxiao Liu, Da Huang, Denny Zhou, Tengyu Ma
2023	J	`jnl`	Online Learning and Optimization for Queues with Unknown Demand Curve and Service Distribution. CoRR Xinyun Chen, Yunan Liu, Guiyu Hong
2023	—	`ed.`	Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023 AISec@CCS Maura Pintor, Xinyun Chen, Florian Tramèr
2023	—	`conf`	Re-appraising the Schema Linking for Text-to-SQL. ACL (Findings) Yujian Gan, Xinyun Chen, Matthew Purver
2023	J	`jnl`	Steady-State Analysis and Online Learning for Queues with Hawkes Arrivals. CoRR Xinyun Chen, Guiyu Hong
2023	A*	`conf`	Symbol tuning improves in-context learning in language models. EMNLP Jerry W. Wei, Le Hou, Andrew K. Lampinen, Xiangning Chen, Da Huang, Yi Tay, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma, Quoc V. Le
2023	J	`jnl`	Symbol tuning improves in-context learning in language models. CoRR Jerry W. Wei, Le Hou, Andrew K. Lampinen, Xiangning Chen, Da Huang, Yi Tay, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma, Quoc V. Le
2023	J	`jnl`	Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models. CoRR Huaixiu Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed H. Chi, Quoc V. Le, Denny Zhou
2023	J	`jnl`	Teaching Large Language Models to Self-Debug. CoRR Xinyun Chen, Maxwell Lin, Nathanael Schärli, Denny Zhou
2023	J	`jnl`	Universal Self-Consistency for Large Language Model Generation. CoRR Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou
2023	J	`jnl`	Unsupervised Adaptive Bipartite Graph Embedding. IEEE Trans. Knowl. Data Eng. Jianyong Zhu, Xinyun Chen, Hui Yang, Feiping Nie
2022	A*	`conf`	AISec '22: 15th ACM Workshop on Artificial Intelligence and Security. CCS Ambra Demontis, Xinyun Chen, Florian Tramèr
2022	—	`conf`	Benchmarking Language Models for Code Syntax Understanding. EMNLP (Findings) Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song
2022	J	`jnl`	Benchmarking Language Models for Code Syntax Understanding. CoRR Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song
2022	J	`jnl`	Competition-Level Code Generation with AlphaCode. CoRR Yujia Li, David H. Choi, Junyoung Chung, Nate Kushman, Julian Schrittwieser, Rémi Leblond, Tom Eccles, James Keeling, Felix Gimeno, Agustin Dal Lago, Thomas Hubert, Peter Choy, Cyprien de Masson d'Autume, Igor Babuschkin, Xinyun Chen, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy, Daniel J. Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, Oriol Vinyals
2022	J	`jnl`	Compositional Semantic Parsing with Large Language Models. CoRR Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou
2022	J	`jnl`	Data-pooling Reinforcement Learning for Personalized Healthcare Intervention. CoRR Xinyun Chen, Pengyi Shi, Shanwen Pu
2022	J	`jnl`	Editorial introduction to the special issue "Masakiyo Miyazawa - 75". Queueing Syst. Theory Appl. Xinyun Chen, Jim Dai, Sergey Foss
2022	A*	`conf`	Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations. AAAI Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao
2022	—	`—`	Learning-Based Program Synthesis: Towards Synthesizing Complex Programs from Multi-Modal Specifications in the Wild Xinyun Chen
2022	—	`conf`	Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment. NAACL-HLT (Findings) Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver
2022	J	`jnl`	Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment. CoRR Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver
2022	A	`conf`	Perturbation type categorization for multiple adversarial perturbation robustness. UAI Pratyush Maini, Xinyun Chen, Bo Li, Dawn Song
2022	—	`ed.`	Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022 AISec@CCS Ambra Demontis, Xinyun Chen, Florian Tramèr
2022	A*	`conf`	SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs. KDD Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans
2022	J	`jnl`	Scaling Instruction-Finetuned Language Models. CoRR Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei
2022	Misc	`conf`	Tail Quantile Estimation for Non-Preemptive Priority Queues. WSC Jin Guang, Guiyu Hong, Xinyun Chen, Xi Peng, Li Chen, Bo Bai, Gong Zhang
2021	Misc	`conf`	A High-Fidelity, Machine-Learning Enhanced Queueing Network Simulation Model For Hospital Ultrasound Operations. WSC Yihan Pan, Zhenghang Xu, Jin Guang, Xinyun Chen, Jian Gang Dai, Chengwenjian Wang, Xuanming Zhang, Jingjing Sun, Pengyi Shi, Yichuan Ding, Song Wu, Kai Yang, Hongxin Pan
2021	J	`jnl`	A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations. CoRR Yihan Pan, Zhenghang Xu, Jin Guang, Jingjing Sun, Chengwenjian Wang, Xuanming Zhang, Xinyun Chen, Jian Gang Dai, Yichuan Ding, Pengyi Shi, Hongxin Pan, Kai Yang, Song Wu
2021	J	`jnl`	A Note on General Statistics of Publicly Accessible Knowledge Bases. CoRR Feixiang Wang, Yixiang Fang, Yan Song, Shuang Li, Xinyun Chen
2021	—	`ed.`	ADVM '21: Proceedings of the 1st International Workshop on Adversarial Learning for Multimedia, Virtual Event, China, 20 October 2021 AdvM @ ACM Multimedia Dawn Song, Dacheng Tao, Alan L. Yuille, Anima Anandkumar, Aishan Liu, Xinyun Chen, Yingwei Li, Chaowei Xiao, Xun Yang, Xianglong Liu
2021	A*	`conf`	ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia. ACM Multimedia Aishan Liu, Xinyun Chen, Yingwei Li, Chaowei Xiao, Xun Yang, Xianglong Liu, Dawn Song, Dacheng Tao, Alan L. Yuille, Anima Anandkumar
2021	—	`conf`	Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization. EMNLP (1) Yujian Gan, Xinyun Chen, Matthew Purver
2021	J	`jnl`	Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization. CoRR Yujian Gan, Xinyun Chen, Matthew Purver
2021	A*	`conf`	LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs. ICML Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Michihiro Yasunaga, Haitian Sun, Dale Schuurmans, Jure Leskovec, Denny Zhou
2021	A*	`conf`	Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages. NeurIPS Xinyun Chen, Dawn Song, Yuandong Tian
2021	J	`jnl`	Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages. CoRR Xinyun Chen, Dawn Song, Yuandong Tian
2021	A*	`conf`	Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing. ICML Cheng Fu, Hanxian Huang, Xinyun Chen, Yuandong Tian, Jishen Zhao
2021	J	`jnl`	Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and Explanations. CoRR Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao
2021	—	`conf`	Natural SQL: Making SQL Easier to Infer from Natural Language Specifications. EMNLP (Findings) Yujian Gan, Xinyun Chen, Jinxia Xie, Matthew Purver, John R. Woodward, John H. Drake, Qiaofu Zhang
2021	J	`jnl`	Natural SQL: Making SQL Easier to Infer from Natural Language Specifications. CoRR Yujian Gan, Xinyun Chen, Jinxia Xie, Matthew Purver, John R. Woodward, John H. Drake, Qiaofu Zhang
2021	—	`conf`	PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context. ACL/IJCNLP (1) Xinyun Chen, Linyuan Gong, Alvin Cheung, Dawn Song
2021	A	`conf`	REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data. AsiaCCS Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song
2021	J	`jnl`	RobustART: Benchmarking Robustness on Architecture Design and Training Techniques. CoRR Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip H. S. Torr, Dacheng Tao
2021	J	`jnl`	SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs. CoRR Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans
2021	A*	`conf`	SpreadsheetCoder: Formula Prediction from Semi-structured Context. ICML Xinyun Chen, Petros Maniatis, Rishabh Singh, Charles Sutton, Hanjun Dai, Max Lin, Denny Zhou
2021	J	`jnl`	SpreadsheetCoder: Formula Prediction from Semi-structured Context. CoRR Xinyun Chen, Petros Maniatis, Rishabh Singh, Charles Sutton, Hanjun Dai, Max Lin, Denny Zhou
2021	—	`conf`	Towards Robustness of Text-to-SQL Models against Synonym Substitution. ACL/IJCNLP (1) Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver, John R. Woodward, Jinxia Xie, Pengsheng Huang
2021	J	`jnl`	Towards Robustness of Text-to-SQL Models against Synonym Substitution. CoRR Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver, John R. Woodward, Jinxia Xie, Pengsheng Huang
2021	A	`conf`	Understanding Robustness in Teacher-Student Setting: A New Perspective. AISTATS Zhuolin Yang, Zhaoxi Chen, Tiffany Cai, Xinyun Chen, Bo Li, Yuandong Tian
2021	J	`jnl`	Understanding Robustness in Teacher-Student Setting: A New Perspective. CoRR Zhuolin Yang, Zhaoxi Chen, Tiffany Cai, Xinyun Chen, Bo Li, Yuandong Tian
2021	J	`jnl`	Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View. CoRR Shuang Li, Lu Wang, Xinyun Chen, Yixiang Fang, Yan Song
2020	J	`jnl`	Adversarial Attacks for Embodied Agents. CoRR Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao
2020	J	`jnl`	An Anonymous and Efficient ECC-Based Authentication Scheme for SIP. Wirel. Commun. Mob. Comput. Yousheng Zhou, Xinyun Chen
2020	A*	`conf`	Compositional Generalization via Neural-Symbolic Stack Machines. NeurIPS Xinyun Chen, Chen Liang, Adams Wei Yu, Dawn Song, Denny Zhou
2020	J	`jnl`	Compositional Generalization via Neural-Symbolic Stack Machines. CoRR Xinyun Chen, Chen Liang, Adams Wei Yu, Dawn Song, Denny Zhou
2020	J	`jnl`	Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. CoRR Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein
2020	A*	`conf`	Deep Symbolic Superoptimization Without Human Knowledge. ICLR Hui Shi, Yang Zhang, Xinyun Chen, Yuandong Tian, Jishen Zhao
2020	A*	`conf`	Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies. ICLR Xinyun Chen, Lu Wang, Yizhe Hang, Heng Ge, Hongyuan Zha
2020	A*	`conf`	Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension. ICLR Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc V. Le
2020	Misc	`conf`	Perfect Sampling of Multivariate Hawkes Processes. WSC Xinyun Chen, Xiuwen Wang
2020	J	`jnl`	Privacy-Preserving Multidimensional Data Aggregation Scheme for Smart Grid. Secur. Commun. Networks Yousheng Zhou, Xinyun Chen, Meihuan Chen
2020	J	`jnl`	Rates of Convergence to Stationarity for Reflected Brownian Motion. Math. Oper. Res. Jose H. Blanchet, Xinyun Chen
2020	—	`conf`	Spatiotemporal Attacks for Embodied Agents. ECCV (17) Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao
2020	A*	`conf`	Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis. NeurIPS Kavi Gupta, Peter Ebert Christensen, Xinyun Chen, Dawn Song
2020	J	`jnl`	Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis. CoRR Kavi Gupta, Peter Ebert Christensen, Xinyun Chen, Dawn Song
2020	J	`jnl`	Towards Defending Multiple Adversarial Perturbations via Gated Batch Normalization. CoRR Aishan Liu, Shiyu Tang, Xianglong Liu, Xinyun Chen, Lei Huang, Zhuozhuo Tu, Dawn Song, Dacheng Tao
2019	J	`jnl`	A Neural-based Program Decompiler. CoRR Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao
2019	A*	`conf`	Coda: An End-to-End Neural Program Decompiler. NeurIPS Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao
2019	—	`conf`	Execution-Guided Neural Program Synthesis. ICLR (Poster) Xinyun Chen, Chang Liu, Dawn Song
2019	J	`jnl`	Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies. CoRR Xinyun Chen, Lu Wang, Yizhe Hang, Heng Ge, Hongyuan Zha
2019	A*	`conf`	Learning to Perform Local Rewriting for Combinatorial Optimization. NeurIPS Xinyun Chen, Yuandong Tian
2019	J	`jnl`	Perfect Sampling of Generalized Jackson Networks. Math. Oper. Res. Jose H. Blanchet, Xinyun Chen
2019	J	`jnl`	REFIT: a Unified Watermark Removal Framework for Deep Learning Systems with Limited Data. CoRR Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song
2019	C	`conf`	Woodland Detection Using Most-Sure Strategy to Fuse Segmentation Results of Deep Learning. IGARSS Yuanyuan Gui, Wei Li, Yanan Wang, Anzhi Yue, Ying Pu, Xinyun Chen
2018	A*	`conf`	Fooling Vision and Language Models Despite Localization and Attention Mechanism. CVPR Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song
2018	J	`jnl`	Learning to Progressively Plan. CoRR Xinyun Chen, Yuandong Tian
2018	J	`jnl`	Many-server Gaussian limits for overloaded non-Markovian queues with customer abandonment. Queueing Syst. Theory Appl. A. Korhan Aras, Xinyun Chen, Yunan Liu
2018	—	`conf`	Towards Synthesizing Complex Programs From Input-Output Examples. ICLR (Poster) Xinyun Chen, Chang Liu, Dawn Song
2018	—	`conf`	Tree-to-tree Neural Networks for Program Translation. ICLR (Workshop) Xinyun Chen, Chang Liu, Dawn Song
2018	A*	`conf`	Tree-to-tree Neural Networks for Program Translation. NeurIPS Xinyun Chen, Chang Liu, Dawn Song
2018	J	`jnl`	Tree-to-tree Neural Networks for Program Translation. CoRR Xinyun Chen, Chang Liu, Dawn Song
2017	—	`conf`	Adversarial Example Defense: Ensembles of Weak Defenses are not Strong. WOOT Warren He, James Wei, Xinyun Chen, Nicholas Carlini, Dawn Song
2017	J	`jnl`	Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong. CoRR Warren He, James Wei, Xinyun Chen, Nicholas Carlini, Dawn Song
2017	J	`jnl`	Can you fool AI with adversarial examples on a visual Turing test? CoRR Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song
2017	—	`conf`	Delving into Transferable Adversarial Examples and Black-box Attacks. ICLR (Poster) Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song
2017	J	`jnl`	Learning Neural Programs To Parse Programs. CoRR Xinyun Chen, Chang Liu, Dawn Song
2017	J	`jnl`	Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning. CoRR Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, Dawn Song
2016	J	`jnl`	A General Retraining Framework for Scalable Adversarial Classification. CoRR Bo Li, Yevgeniy Vorobeychik, Xinyun Chen
2016	J	`jnl`	Delving into Transferable Adversarial Examples and Black-box Attacks. CoRR Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song
2016	—	`conf`	Latent Attention For If-Then Program Synthesis. NIPS Chang Liu, Xinyun Chen, Eui Chul Richard Shin, Mingcheng Chen, Dawn Xiaodong Song
2016	J	`jnl`	Latent Attention For If-Then Program Synthesis. CoRR Xinyun Chen, Chang Liu, Eui Chul Richard Shin, Dawn Song, Mingcheng Chen
2014	Misc	`conf`	Exact gradient simulation for stochastic fluid networks in steady state. WSC Xinyun Chen
2014	Misc	`conf`	ICA image feature extraction for improving diagnosis of Alzheimer's disease and mild cognitive impairment. ICNC Wenlu Yang, Yan Li, Xinyun Chen
2012	—	`conf`	Comparison of the Methods for Converting Traditional Credit Rating into the Initial Credit Score in Electronic Commerce. WHICEB Guangxing Song, Xinyun Chen
2011	—	`conf`	ICA-Based Automatic Classification of PET Images from ADNI Database. ICONIP (1) Wenlu Yang, Fangyu He, Xinyun Chen, Xudong Huang
2011	Misc	`conf`	ICA-based classification of MCI vs HC. ICNC Xinyun Chen, Wenlu Yang, Xudong Huang
2010	—	`conf`	ICA-Based Automatic Classification of Magnetic Resonance Images from ADNI Data. LSMS/ICSEE Wenlu Yang, Xinyun Chen, Hong Xie, Xudong Huang