Synchronization with timing recovery loop in UHF RFID reader receivers. - Peng Wei; Bo Li 080; Yuqing Yang 001; Hao Min; Junyu Wang (ICECS, 2010)

Multi-source Domain Adaptation for Semantic Segmentation. - Sicheng Zhao; Bo Li 080; Xiangyu Yue 001; Yang Gu; Pengfei Xu 013; Runbo Hu; Hua Chai; Kurt Keutzer (NeurIPS, 2019)

Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey. - Sicheng Zhao; Bo Li 080; Colorado Reed; Pengfei Xu 013; Kurt Keutzer (CoRR, 2020)

MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation. - Sicheng Zhao; Bo Li 080; Xiangyu Yue 001; Pengfei Xu 013; Kurt Keutzer (CoRR, 2020)

Rethinking Distributional Matching Based Domain Adaptation. - Bo Li 080; Yezhen Wang; Tong Che; Shanghang Zhang; Sicheng Zhao; Pengfei Xu 013; Wei Zhou; Yoshua Bengio; Kurt Keutzer (CoRR, 2020)

ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation. - Sicheng Zhao; Yezhen Wang; Bo Li 080; Bichen Wu; Yang Gao 029; Pengfei Xu 013; Trevor Darrell; Kurt Keutzer (AAAI, 2021)

Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation. - Bo Li 080; Yezhen Wang; Shanghang Zhang; Dongsheng Li 002; Kurt Keutzer; Trevor Darrell; Han Zhao 002 (CVPR, 2021)

Energy-Based Open-World Uncertainty Modeling for Confidence Calibration. - Yezhen Wang; Bo Li 080; Tong Che; Kaiyang Zhou; Ziwei Liu 002; Dongsheng Li 002 (ICCV, 2021)

Invariant Information Bottleneck for Domain Generalization. - Bo Li 080; Yifei Shen; Yezhen Wang; Wenzhen Zhu; Colorado J. Reed; Jun Zhang 004; Dongsheng Li 002; Kurt Keutzer; Han Zhao 002 (CoRR, 2021)

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision. - Bo Li 080; Xinyang Jiang; Donglin Bai; Yuge Zhang; Ningxin Zheng; Xuanyi Dong; Lu Liu 019; Yuqing Yang 001; Dongsheng Li 002 (CoRR, 2021)

MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation. - Sicheng Zhao; Bo Li 080; Pengfei Xu 013; Xiangyu Yue 001; Guiguang Ding; Kurt Keutzer (Int. J. Comput. Vis., 2021)

Invariant Information Bottleneck for Domain Generalization. - Bo Li 080; Yifei Shen; Yezhen Wang; Wenzhen Zhu; Colorado Reed; Dongsheng Li 002; Kurt Keutzer; Han Zhao 002 (AAAI, 2022)

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies. - Li Siyao; Yuhang Li; Bo Li 080; Chao Dong 005; Ziwei Liu 002; Chen Change Loy (NeurIPS, 2022)

OpenOOD: Benchmarking Generalized Out-of-Distribution Detection. - Jingkang Yang; Pengyun Wang; Dejian Zou; Zitang Zhou; Kunyuan Ding; Wenxuan Peng; Haoqi Wang; Guangyao Chen; Bo Li 080; Yiyou Sun; Xuefeng Du; Kaiyang Zhou; et al. (NeurIPS, 2022)

Self-Supervised Pretraining Improves Self-Supervised Pretraining. - Colorado J. Reed; Xiangyu Yue 001; Ani Nrusimha; Sayna Ebrahimi; Vivek Vijaykumar; Richard Mao; Bo Li 080; Shanghang Zhang; Devin Guillory; Sean Metzger; Kurt Keutzer; Trevor Darrell (WACV, 2022)

Domain Generalization using Pretrained Models without Fine-tuning. - Ziyue Li; Kan Ren; Xinyang Jiang; Bo Li 080; Haipeng Zhang; Dongsheng Li 002 (CoRR, 2022)

Sparse Fusion Mixture-of-Experts are Domain Generalizable Learners. - Bo Li 080; Jingkang Yang; Jiawei Ren 001; Yezhen Wang; Ziwei Liu 002 (CoRR, 2022)

Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One. - Yezhen Wang; Tong Che; Bo Li 080; Kaitao Song; Hengzhi Pei; Yoshua Bengio; Dongsheng Li 002 (CoRR, 2022)

A Review of Single-Source Deep Unsupervised Visual Domain Adaptation. - Sicheng Zhao; Xiangyu Yue 001; Shanghang Zhang; Bo Li 080; Han Zhao 002; Bichen Wu; Ravi Krishna; Joseph E. Gonzalez; Alberto L. Sangiovanni-Vincentelli; Sanjit A. Seshia; Kurt Keutzer (IEEE Trans. Neural Networks Learn. Syst., 2022)

Panoptic Video Scene Graph Generation. - Jingkang Yang; Wenxuan Peng; Xiangtai Li; Zujin Guo; Liangyu Chen 005; Bo Li 080; Zheng Ma 008; Kaiyang Zhou; Wayne Zhang 001; Chen Change Loy; Ziwei Liu 002 (CVPR, 2023)

Sparse Mixture-of-Experts are Domain Generalizable Learners. - Bo Li 080; Yifei Shen; Jingkang Yang; Yezhen Wang; Jiawei Ren 001; Tong Che; Jun Zhang 004; Ziwei Liu 002 (ICLR, 2023)

Large Language Models are Visual Reasoning Coordinators. - Liangyu Chen 005; Bo Li 080; Sheng Shen 001; Jingkang Yang; Chunyuan Li; Kurt Keutzer; Trevor Darrell; Ziwei Liu 002 (NeurIPS, 2023)

Otter: A Multi-Modal Model with In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Jingkang Yang; Ziwei Liu 002 (CoRR, 2023)

MIMIC-IT: Multi-Modal In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Fanyi Pu; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (CoRR, 2023)

FunQA: Towards Surprising Video Comprehension. - Binzhu Xie; Sicheng Zhang; Zitang Zhou; Bo Li 080; Yuanhan Zhang; Jack Hessel; Jingkang Yang; Ziwei Liu 002 (CoRR, 2023)

OtterHD: A High-Resolution Multi-modality Model. - Bo Li 080; Peiyuan Zhang; Jingkang Yang; Yuanhan Zhang; Fanyi Pu; Ziwei Liu 002 (CoRR, 2023)

MMBench: Is Your Multi-modal Model an All-Around Player? - Yuan Liu 025; Haodong Duan; Yuanhan Zhang; Bo Li 080; Songyang Zhang; Wangbo Zhao; Yike Yuan; Jiaqi Wang 003; Conghui He; Ziwei Liu 002; Kai Chen 026; Dahua Lin (ECCV (6), 2024)

[inline-graphic not available: see fulltext] FunQA: Towards Surprising Video Comprehension. - Binzhu Xie; Sicheng Zhang; Zitang Zhou; Bo Li 080; Yuanhan Zhang; Jack Hessel; Jingkang Yang; Ziwei Liu 002 (ECCV (1), 2024)

Octopus: Embodied Vision-Language Programmer from Environmental Feedback. - Jingkang Yang; Yuhao Dong; Shuai Liu 002; Bo Li 080; Ziyue Wang; Haoran Tan; Chencheng Jiang; Jiamu Kang; Yuanhan Zhang; Kaiyang Zhou; Ziwei Liu 002 (ECCV (1), 2024)

WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning. - Yuanhan Zhang; Kaichen Zhang; Bo Li 080; Fanyi Pu; Christopher Arif Setiadharma; Jingkang Yang; Ziwei Liu 002 (CoRR, 2024)

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models. - Feng Li 040; Renrui Zhang; Hao Zhang 097; Yuanhan Zhang; Bo Li 080; Wei Li 190; Zejun Ma; Chunyuan Li (CoRR, 2024)

LLaVA-OneVision: Easy Visual Task Transfer. - Bo Li 080; Yuanhan Zhang; Dong Guo; Renrui Zhang; Feng Li 040; Hao Zhang 097; Kaichen Zhang; Yanwei Li; Ziwei Liu 002; Chunyuan Li (CoRR, 2024)

Video Instruction Tuning With Synthetic Data. - Yuanhan Zhang; Jinming Wu; Wei Li 190; Bo Li 080; Zejun Ma; Ziwei Liu 002; Chunyuan Li (CoRR, 2024)

Large Multi-modal Models Can Interpret Features in Large Multi-modal Models. - Kaichen Zhang; Yifei Shen; Bo Li 080; Ziwei Liu 002 (CoRR, 2024)

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs. - Chaoyou Fu; Yifan Zhang 004; Shukang Yin; Bo Li 080; Xinyu Fang; Sirui Zhao; Haodong Duan; Xing Sun 001; Ziwei Liu 002; Liang Wang 001; Caifeng Shan; Ran He 001 (CoRR, 2024)

EgoLife: Towards Egocentric Life Assistant. - Jingkang Yang; Shuai Liu 002; Hongming Guo; Yuhao Dong; Xiamengwei Zhang; Sicheng Zhang; Pengyun Wang; Zitang Zhou; Binzhu Xie; Ziyue Wang; Bei Ouyang; Zhengyu Lin; et al. (CVPR, 2025)

LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models. - Feng Li 040; Renrui Zhang; Hao Zhang 097; Yuanhan Zhang; Bo Li 080; Wei Li 190; Zejun Ma; Chunyuan Li (ICLR, 2025)

LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models. - Kaichen Zhang; Bo Li 080; Peiyuan Zhang; Fanyi Pu; Joshua Adrian Cahyono; Kairui Hu; Shuai Liu 002; Yuanhan Zhang; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (NAACL (Findings), 2025)

LLaVA-OneVision: Easy Visual Task Transfer. - Bo Li 080; Yuanhan Zhang; Dong Guo; Renrui Zhang; Feng Li 040; Hao Zhang 097; Kaichen Zhang; Peiyuan Zhang; Yanwei Li; Ziwei Liu 002; Chunyuan Li (Trans. Mach. Learn. Res., 2025)

Long Context Transfer from Language to Vision. - Peiyuan Zhang; Kaichen Zhang; Bo Li 080; Guangtao Zeng; Jingkang Yang; Yuanhan Zhang; Ziyue Wang; Haoran Tan; Chunyuan Li; Ziwei Liu 002 (Trans. Mach. Learn. Res., 2025)

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos. - Kairui Hu; Penghao Wu; Fanyi Pu; Wang Xiao; Yuanhan Zhang; Xiang Yue; Bo Li 080; Ziwei Liu 002 (CoRR, 2025)

Has GPT-5 Achieved Spatial Intelligence? An Empirical Study. - Zhongang Cai; Yubo Wang; Qingping Sun; Ruisi Wang; Chenyang Gu; Wanqi Yin; Zhiqian Lin; Zhitao Yang; Chen Wei; Xuanke Shi; Kewang Deng; Xiaoyang Han; et al. (CoRR, 2025)

Benchmarking and Analyzing Generative Data for Visual Recognition. - Bo Li 080; Haotian Liu; Liangyu Chen 005; Yong Jae Lee; Chunyuan Li; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Otter: A Multi-Modal Model With In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Fanyi Pu; Joshua Adrian Cahyono; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)