| 2026 | ACL | DynamicFocalPO: Adaptive Focusing Strategy for Preference Optimization. | Shu Zhou, Junan Chen, Rui Ling, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | When More Thinking Hurts: Overthinking in LLM Test-Time Compute Scaling. | Shu Zhou, Rui Ling, Junan Chen, Xin Wang, Tao Fan, Hao Wang |
| 2026 | SIGIR | Latent Retrieval Augmented Generation. | Shu Zhou, Junan Chen, Rui Ling, Tao Fan, Hao Wang |
| 2026 | SIGIR | Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2026 | SIGIR | SCORE-RAG: Self-Correcting Exploration-Exploitation Retrieval for Multi-hop Question Answering. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2026 | SIGIR | Why Knowledge Distillation Fails to Scale in Neural Retrieval. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2023 | ICRA | Probabilistic Uncertainty Quantification of Prediction Models with Application to Visual Localization. | Junan Chen, Josephine Monica, Wei-Lun Chao, Mark E. Campbell |
| 2022 | CVPR | Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions. | Carlos Andres Diaz-Ruiz, Youya Xia, Yurong You, Jose Nino, Junan Chen, Josephine Monica, Xiangyu Chen, Katie Luo, Yan Wang, Marc Emond, Wei-Lun Chao, Bharath Hariharan, Kilian Q. Weinberger, Mark E. Campbell |
| 2022 | ICLR | Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception. | Yurong You, Katie Z. Luo, Xiangyu Chen, Junan Chen, Wei-Lun Chao, Wen Sun, Bharath Hariharan, Mark E. Campbell, Kilian Q. Weinberger |
| 2021 | CIS | A Classification Method Based on Multifactor Dimensionality Reduction for Biosafety Threat Defense Capability Evaluation. | Junan Chen, Zhiwen Tan, Daqi Guo, Lei Chen |
| 2019 | PCS | Dual Learning-based Video Coding with Inception Dense Blocks. | Chao Liu, Heming Sun, Junan Chen, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto, Xiaoyang Zeng, Yibo Fan |
| 2019 | VCIP | Fast QTMT Partition Decision Algorithm in VVC Intra Coding based on Variance and Gradient. | Junan Chen, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan |