| 2026 | ACL | Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos. | Kairui Hu, Penghao Wu, Fanyi Pu, Wang Xiao, Xiang Yue, Bo Li, Yuanhan Zhang, Ziwei Liu |
| 2025 | ICML | Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM. | Penghao Wu, Lewei Lu, Ziwei Liu |
| 2024 | CVPR | V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs. | Penghao Wu, Saining Xie |
| 2024 | CVPR | Generalized Predictive Model for Autonomous Driving. | Jiazhi Yang, Shenyuan Gao, Yihang Qiu, Li Chen, Tianyu Li, Bo Dai, Kashyap Chitta, Penghao Wu, Jia Zeng, Ping Luo, Jun Zhang, Andreas Geiger, Yu Qiao, Hongyang Li |
| 2023 | CVPR | Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving. | Xiaosong Jia, Penghao Wu, Li Chen, Jiangwei Xie, Conghui He, Junchi Yan, Hongyang Li |
| 2023 | ICLR | Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling. | Penghao Wu, Li Chen, Hongyang Li, Xiaosong Jia, Junchi Yan, Yu Qiao |
| 2022 | AAAI | Inharmonious Region Localization by Magnifying Domain Discrepancy. | Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long |
| 2022 | BMVC | Inharmonious Region Localization via Recurrent Self-Reasoning. | Penghao Wu, Li Niu, Jing Liang, Liqing Zhang |
| 2022 | BMVC | Inharmonious Region Localization with Auxiliary Style Feature. | Penghao Wu, Li Niu, Liqing Zhang |
| 2022 | CoRL | Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach. | Xiaosong Jia, Li Chen, Penghao Wu, Jia Zeng, Junchi Yan, Hongyang Li, Yu Qiao |
| 2022 | ECCV | ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning. | Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao |