| 2026 | AAAI | MacPrompt: Maraconic-Guided Jailbreak Against Text-to-Image Models. | Xi Ye, Yiwen Liu, Lina Wang, Run Wang, Geying Yang, Yufei Hou, Jiayi Yu |
| 2026 | ACL | Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision. | Bingsen Chen, Boyan Li, Ping Nie, Yuyu Zhang, Xi Ye, Chen Zhao |
| 2025 | AAAI | Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning. | Xinlu Zhang, Zhiyu Zoey Chen, Xi Ye, Xianjun Yang, Lichang Chen, William Yang Wang, Linda Ruth Petzold |
| 2025 | ACL | Inter-Passage Verification for Multi-evidence Multi-answer QA. | Bingsen Chen, Shenji Wan, Xi Ye, Chen Zhao |
| 2025 | EMNLP | Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking. | Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye |
| 2025 | ICLR | To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning. | Zayne Rea Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett |
| 2025 | IJCAI | HIPP: Protecting Image Privacy via High-Quality Reversible Protected Version. | Xi Ye, Lina Wang, Run Wang, Jiatong Liu, Geying Yang |
| 2025 | IROS | RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning. | Xi Ye, Rui Heng Yang, Jun Jin, Yinchuan Li, Amir Rasouli |
| 2024 | AAAI | STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction. | Xi Ye, Guillaume-Alexandre Bilodeau |
| 2024 | CVPR | CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario. | Zhizhao Duan, Hao Cheng, Duo Xu, Xi Wu, Xiangxie Zhang, Xi Ye, Zhen Xie |
| 2024 | ICLR | MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning. | Zayne Sprague, Xi Ye, Kaj Bostrom, Swarat Chaudhuri, Greg Durrett |
| 2024 | NAACL | Crafting In-context Examples according to LMs' Parametric Knowledge. | Yoonsang Lee, Pranav Atreya, Xi Ye, Eunsol Choi |
| 2024 | NAACL | Effective Large Language Model Adaptation for Improved Grounding and Citation Generation. | Xi Ye, Ruoxi Sun, Sercan . Arik, Tomas Pfister |
| 2023 | ACL | EEL: Efficiently Encoding Lattices for Reranking. | Prasann Singhal, Jiacheng Xu, Xi Ye, Greg Durrett |
| 2023 | ACL | Complementary Explanations for Effective In-Context Learning. | Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru |
| 2023 | CVPR | A unified model for continuous conditional video prediction. | Xi Ye, Guillaume-Alexandre Bilodeau |
| 2023 | EACL | Assessing Out-of-Domain Language Model Performance from Few Examples. | Prasann Singhal, Jarad Forristal, Xi Ye, Greg Durrett |
| 2023 | EMNLP | Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting. | Xi Ye, Greg Durrett |
| 2022 | ACL | Can Explanations Be Useful for Calibrating Black Box Models? | Xi Ye, Greg Durrett |
| 2022 | ACL | RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. | Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong |
| 2022 | ICPR | VPTR: Efficient Transformers for Video Prediction. | Xi Ye, Guillaume-Alexandre Bilodeau |
| 2021 | EMNLP | Optimal Neural Program Synthesis from Multimodal Specifications. | Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett |
| 2021 | EMNLP | Connecting Attributions and QA Model Behavior on Realistic Counterfactuals. | Xi Ye, Rohan Nair, Greg Durrett |
| 2020 | ACL | Benchmarking Multimodal Regex Synthesis with Complex Structures. | Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett |
| 2020 | PLDI | Multi-modal synthesis of regular expressions. | Qiaochu Chen, Xinyu Wang, Xi Ye, Greg Durrett, Isil Dillig |
| 2013 | IGARSS | SAR image change detection based on object-based method. | Xi Ye, Hong Zhang, Chao Wang, Bo Zhang, Fan Wu, Yixian Tang |
| 2010 | ICNC | On the application of the multi-agent-based robot system in book classification for library. | Qin Cen, Yiru Ye, Lina Liu, Xi Ye |