Xinyun Chen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
56
Venues
22
Active years
2011–2026
Best venue rank
A*
Where they publish
- A*ICLR15 papers
- A*ICML8 papers
- NationalWSC5 papers
- A*EMNLP4 papers
- A*CCS3 papers
- A*ACL3 papers
- A*KDD2 papers
- NationalICNC2 papers
- NationalNSDI1 paper
- BIJCNLP1 paper
- A*ICSE1 paper
- ACIKM1 paper
- ARAID1 paper
- A*AAAI1 paper
- ANAACL1 paper
- AUAI1 paper
- AAISTATS1 paper
- AAsiaCCS1 paper
- A*ECCV1 paper
- CIGARSS1 paper
- A*CVPR1 paper
- BICONIP1 paper
Papers
56 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | NSDI | CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion Control Algorithms for Datacenter Networks. | Tianfeng Liu, Kaihui Gao, Li Chen, Dan Li, Jin Guang, Xinyun Chen, Vincent Liu, Zhiyong Chen, Yiwei Zhang, Ni Jin, Ran Zhang |
| 2025 | ICML | MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations. | 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 | IJCNLP | On Memorization of Large Language Models in Logical Reasoning. | Chulin Xie, Yangsibo Huang, Chiyuan Zhang, Da Yu, Xinyun Chen, Bill Yuchen Lin, Bo Li, Badih Ghazi, Ravi Kumar |
| 2025 | ICSE | Vulnerability Detection with Code Language Models: How Far are We? | Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim, Chawin Sitawarin, Xinyun Chen, Basel Alomair, David A. Wagner, Baishakhi Ray, Yizheng Chen |
| 2025 | KDD | Agentic AI for Enterprise: Emerging Applications and Real-world Challenges. | Anbang Xu, Min Du, Tan Yu, Meghana Puvvadi, Tao Yu, Yufan Guo, Xinyun Chen, Justin Gottschlich |
| 2025 | WSC | When Machine Learning Meets Importance Sampling: A More Efficient Rare Event Estimation Approach. | Ruoning Zhao, Xinyun Chen |
| 2024 | CCS | AISec '24: 17th ACM Workshop on Artificial Intelligence and Security. | Maura Pintor, Matthew Jagielski, Xinyun Chen |
| 2024 | CIKM | Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise. | Anbang Xu, Tan Yu, Min Du, Pritam Gundecha, Yufan Guo, Xinliang Zhu, May Wang, Ping Li, Xinyun Chen |
| 2024 | ICLR | Large Language Models Cannot Self-Correct Reasoning Yet. | Jie Huang, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou |
| 2024 | ICLR | Large Language Models as Tool Makers. | Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, Denny Zhou |
| 2024 | ICLR | Teaching Large Language Models to Self-Debug. | Xinyun Chen, Maxwell Lin, Nathanael Schrli, Denny Zhou |
| 2024 | ICLR | Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. | 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 | ICLR | Large Language Models as Optimizers. | Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen |
| 2024 | ICLR | Large Language Models as Analogical Reasoners. | Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou |
| 2024 | ICLR | Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models. | Huaixiu Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed H. Chi, Quoc V. Le, Denny Zhou |
| 2024 | ICML | Chain of Code: Reasoning with a Language Model-Augmented Code Emulator. | Chengshu Li, Jacky Liang, Andy Zeng, Xinyun Chen, Karol Hausman, Dorsa Sadigh, Sergey Levine, Li Fei-Fei, Fei Xia, Brian Ichter |
| 2024 | ICML | Premise Order Matters in Reasoning with Large Language Models. | Xinyun Chen, Ryan A. Chi, Xuezhi Wang, Denny Zhou |
| 2024 | ICML | A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts. | Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta, John F. Canny, Ian Fischer |
| 2023 | ACL | Re-appraising the Schema Linking for Text-to-SQL. | Yujian Gan, Xinyun Chen, Matthew Purver |
| 2023 | CCS | AISec '23: 16th ACM Workshop on Artificial Intelligence and Security. | Maura Pintor, Florian Simon Tramr, Xinyun Chen |
| 2023 | EMNLP | Symbol tuning improves in-context learning in language models. | 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 | ICLR | Compositional Semantic Parsing with Large Language Models. | Andrew Drozdov, Nathanael Schrli, Ekin Akyrek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou |
| 2023 | ICML | Large Language Models Can Be Easily Distracted by Irrelevant Context. | Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H. Chi, Nathanael Schrli, Denny Zhou |
| 2023 | RAID | DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection. | Yizheng Chen, Zhoujie Ding, Lamya Alowain, Xinyun Chen, David A. Wagner |
| 2022 | AAAI | Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations. | Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao |
| 2022 | CCS | AISec '22: 15th ACM Workshop on Artificial Intelligence and Security. | Ambra Demontis, Xinyun Chen, Florian Tramr |
| 2022 | EMNLP | Benchmarking Language Models for Code Syntax Understanding. | Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song |
| 2022 | KDD | SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs. | Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans |
| 2022 | NAACL | Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment. | Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver |
| 2022 | WSC | Tail Quantile Estimation for Non-Preemptive Priority Queues. | Jin Guang, Guiyu Hong, Xinyun Chen, Xi Peng, Li Chen, Bo Bai, Gong Zhang |
| 2022 | UAI | Perturbation type categorization for multiple adversarial perturbation robustness. | Pratyush Maini, Xinyun Chen, Bo Li, Dawn Song |
| 2021 | ACL | PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context. | Xinyun Chen, Linyuan Gong, Alvin Cheung, Dawn Song |
| 2021 | ACL | Towards Robustness of Text-to-SQL Models against Synonym Substitution. | Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver, John R. Woodward, Jinxia Xie, Pengsheng Huang |
| 2021 | AISTATS | Understanding Robustness in Teacher-Student Setting: A New Perspective. | Zhuolin Yang, Zhaoxi Chen, Tiffany Cai, Xinyun Chen, Bo Li, Yuandong Tian |
| 2021 | AsiaCCS | REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data. | Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song |
| 2021 | EMNLP | Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization. | Yujian Gan, Xinyun Chen, Matthew Purver |
| 2021 | EMNLP | Natural SQL: Making SQL Easier to Infer from Natural Language Specifications. | Yujian Gan, Xinyun Chen, Jinxia Xie, Matthew Purver, John R. Woodward, John H. Drake, Qiaofu Zhang |
| 2021 | ICML | SpreadsheetCoder: Formula Prediction from Semi-structured Context. | Xinyun Chen, Petros Maniatis, Rishabh Singh, Charles Sutton, Hanjun Dai, Max Lin, Denny Zhou |
| 2021 | ICML | Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing. | Cheng Fu, Hanxian Huang, Xinyun Chen, Yuandong Tian, Jishen Zhao |
| 2021 | ICML | LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs. | Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Michihiro Yasunaga, Haitian Sun, Dale Schuurmans, Jure Leskovec, Denny Zhou |
| 2021 | WSC | A High-Fidelity, Machine-Learning Enhanced Queueing Network Simulation Model For Hospital Ultrasound Operations. | 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 |
| 2020 | ECCV | Spatiotemporal Attacks for Embodied Agents. | Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao |
| 2020 | ICLR | Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension. | Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc V. Le |
| 2020 | ICLR | Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies. | Xinyun Chen, Lu Wang, Yizhe Hang, Heng Ge, Hongyuan Zha |
| 2020 | ICLR | Deep Symbolic Superoptimization Without Human Knowledge. | Hui Shi, Yang Zhang, Xinyun Chen, Yuandong Tian, Jishen Zhao |
| 2020 | WSC | Perfect Sampling of Multivariate Hawkes Processes. | Xinyun Chen, Xiuwen Wang |
| 2019 | ICLR | Execution-Guided Neural Program Synthesis. | Xinyun Chen, Chang Liu, Dawn Song |
| 2019 | IGARSS | Woodland Detection Using Most-Sure Strategy to Fuse Segmentation Results of Deep Learning. | Yuanyuan Gui, Wei Li, Yanan Wang, Anzhi Yue, Ying Pu, Xinyun Chen |
| 2018 | CVPR | Fooling Vision and Language Models Despite Localization and Attention Mechanism. | Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song |
| 2018 | ICLR | Towards Synthesizing Complex Programs From Input-Output Examples. | Xinyun Chen, Chang Liu, Dawn Song |
| 2018 | ICLR | Tree-to-tree Neural Networks for Program Translation. | Xinyun Chen, Chang Liu, Dawn Song |
| 2017 | ICLR | Delving into Transferable Adversarial Examples and Black-box Attacks. | Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song |
| 2014 | ICNC | ICA image feature extraction for improving diagnosis of Alzheimer's disease and mild cognitive impairment. | Wenlu Yang, Yan Li, Xinyun Chen |
| 2014 | WSC | Exact gradient simulation for stochastic fluid networks in steady state. | Xinyun Chen |
| 2011 | ICNC | ICA-based classification of MCI vs HC. | Xinyun Chen, Wenlu Yang, Xudong Huang |
| 2011 | ICONIP | ICA-Based Automatic Classification of PET Images from ADNI Database. | Wenlu Yang, Fangyu He, Xinyun Chen, Xudong Huang |