| 2026 | ACL | DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding. | Dawei Zhu, Rui Meng, Jiefeng Chen, Sujian Li, Tomas Pfister, Jinsung Yoon |
| 2025 | ACL | Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models. | Fei Wang, Xingchen Wan, Ruoxi Sun, Jiefeng Chen, Sercan . Arik |
| 2024 | ICML | Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection. | Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha |
| 2023 | EMNLP | Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs. | Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi, Sercan . Arik, Tomas Pfister, Somesh Jha |
| 2023 | ICLR | Is Forgetting Less a Good Inductive Bias for Forward Transfer? | Jiefeng Chen, Timothy Nguyen, Dilan Grr, Arslan Chaudhry |
| 2023 | ICLR | The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning. | Zhenmei Shi, Jiefeng Chen, Kunyang Li, Jayaram Raghuram, Xi Wu, Yingyu Liang, Somesh Jha |
| 2023 | ICML | Stratified Adversarial Robustness with Rejection. | Jiefeng Chen, Jayaram Raghuram, Jihye Choi, Xi Wu, Yingyu Liang, Somesh Jha |
| 2023 | ICML | Concept-based Explanations for Out-of-Distribution Detectors. | Jihye Choi, Jayaram Raghuram, Ryan Feng, Jiefeng Chen, Somesh Jha, Atul Prakash |
| 2022 | ICLR | Towards Evaluating the Robustness of Neural Networks Learned by Transduction. | Jiefeng Chen, Xi Wu, Yang Guo, Yingyu Liang, Somesh Jha |
| 2021 | ICIP | AI-GAN: Attack-Inspired Generation of Adversarial Examples. | Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li, Alex C. Kot |
| 2020 | ICML | Concise Explanations of Neural Networks using Adversarial Training. | Prasad Chalasani, Jiefeng Chen, Amrita Roy Chowdhury, Xi Wu, Somesh Jha |
| 2018 | ICML | Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training. | Xi Wu, Uyeong Jang, Jiefeng Chen, Lingjiao Chen, Somesh Jha |