Action Recognition by Learning Deep Multi-Granular Spatio-Temporal Video Representation. - Qing Li 003; Zhaofan Qiu; Ting Yao; Tao Mei 001; Yong Rui; Jiebo Luo 001 (ICMR, 2016)

Learning hierarchical video representation for action recognition. - Qing Li 003; Zhaofan Qiu; Ting Yao; Tao Mei 001; Yong Rui; Jiebo Luo 001 (Int. J. Multim. Inf. Retr., 2017)

VizWiz Grand Challenge: Answering Visual Questions From Blind People. - Danna Gurari; Qing Li 003; Abigale J. Stangl; Anhong Guo; Chi Lin 001; Kristen Grauman; Jiebo Luo 001; Jeffrey P. Bigham (CVPR, 2018)

VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions. - Qing Li 003; Qingyi Tao; Shafiq R. Joty; Jianfei Cai 001; Jiebo Luo 001 (ECCV (7), 2018)

Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions. - Qing Li 003; Jianlong Fu; Dongfei Yu; Tao Mei 001; Jiebo Luo 001 (EMNLP, 2018)

VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People. - Danna Gurari; Qing Li 003; Chi Lin 001; Yinan Zhao; Anhong Guo; Abigale Stangl; Jeffrey P. Bigham (CVPR, 2019)

Why Does a Visual Question Have Different Answers? - Nilavra Bhattacharya; Qing Li 003; Danna Gurari (ICCV, 2019)

A Competence-Aware Curriculum for Visual Concepts Learning via Question Answering. - Qing Li 003; Siyuan Huang 001; Yining Hong; Song-Chun Zhu (ECCV (2), 2020)

Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning. - Qing Li 003; Siyuan Huang 001; Yining Hong; Yixin Chen 003; Ying Nian Wu; Song-Chun Zhu (ICML, 2020)

Learning by Fixing: Solving Math Word Problems with Weak Supervision. - Yining Hong; Qing Li 003; Daniel Ciao; Siyuan Huang 001; Song-Chun Zhu (AAAI, 2021)

SMART: A Situation Model for Algebra Story Problems via Attributed Grammar. - Yining Hong; Qing Li 003; Ran Gong; Daniel Ciao; Siyuan Huang 001; Song-Chun Zhu (AAAI, 2021)

YouRefIt: Embodied Reference Understanding with Language and Gesture. - Yixin Chen 003; Qing Li 003; Deqian Kong; Yik Lun Kei; Song-Chun Zhu; Tao Gao 004; Yixin Zhu 001; Siyuan Huang 001 (ICCV, 2021)

VLGrammar: Grounded Grammar Induction of Vision and Language. - Yining Hong; Qing Li 003; Song-Chun Zhu; Siyuan Huang 001 (ICCV, 2021)

A HINT from Arithmetic: On Systematic Generalization of Perception, Syntax, and Semantics. - Qing Li 003; Siyuan Huang 001; Yining Hong; Yixin Zhu 001; Ying Nian Wu; Song-Chun Zhu (CoRR, 2021)

Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation. - Jiangyong Huang; William Yicheng Zhu; Baoxiong Jia; Zan Wang; Xiaojian Ma 001; Qing Li 003; Siyuan Huang 001 (CoRR, 2022)

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. - Ziyu Zhu; Xiaojian Ma 001; Yixin Chen 003; Zhidong Deng; Siyuan Huang 001; Qing Li 003 (ICCV, 2023)

A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics. - Qing Li 003; Siyuan Huang 001; Yining Hong; Yixin Zhu 001; Ying Nian Wu; Song-Chun Zhu (ICLR, 2023)

SQA3D: Situated Question Answering in 3D Scenes. - Xiaojian Ma 001; Silong Yong; Zilong Zheng; Qing Li 003; Yitao Liang; Song-Chun Zhu; Siyuan Huang 001 (ICLR, 2023)

Learning non-Markovian Decision-Making from State-only Sequences. - Aoyang Qin; Feng Gao 013; Qing Li 003; Song-Chun Zhu; Sirui Xie (NeurIPS, 2023)

CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update. - Zhi Gao; Yuntao Du 001; Xintong Zhang; Xiaojian Ma 001; Wenjuan Han; Song-Chun Zhu; Qing Li 003 (CVPR, 2024)

[inline-graphic not available: see fulltext]VideoAgent: A Memory-Augmented Multimodal Agent for Video Understanding. - Yue Fan; Xiaojian Ma 001; Rujie Wu; Yuntao Du 001; Jiaqi Li; Zhi Gao; Qing Li 003 (ECCV (22), 2024)

SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding. - Baoxiong Jia; Yixin Chen 003; Huangyue Yu; Yan Wang 116; Xuesong Niu; Tengyu Liu; Qing Li 003; Siyuan Huang 001 (ECCV (9), 2024)

Unifying 3D Vision-Language Understanding via Promptable Queries. - Ziyu Zhu; Zhuofan Zhang; Xiaojian Ma 001; Xuesong Niu; Yixin Chen 003; Baoxiong Jia; Zhidong Deng; Siyuan Huang 001; Qing Li 003 (ECCV (44), 2024)

Neural-Symbolic Recursive Machine for Systematic Generalization. - Qing Li 003; Yixin Zhu 001; Yitao Liang; Ying Nian Wu; Song-Chun Zhu; Siyuan Huang 001 (ICLR, 2024)

Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World. - Rujie Wu; Xiaojian Ma 001; Zhenliang Zhang 002; Wei Wang 115; Qing Li 003; Song-Chun Zhu; Yizhou Wang 001 (ICLR, 2024)

An Embodied Generalist Agent in 3D World. - Jiangyong Huang; Silong Yong; Xiaojian Ma 001; Xiongkun Linghu; Puhao Li; Yan Wang 116; Qing Li 003; Song-Chun Zhu; Baoxiong Jia; Siyuan Huang 001 (ICML, 2024)

End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations. - Lirui Luo; Guoxi Zhang; Hongming Xu 003; Yaodong Yang 001; Cong Fang 001; Qing Li 003 (ICML, 2024)

FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models. - Pengxiang Li 002; Zhi Gao; Bofei Zhang; Tao Yuan; Yuwei Wu 001; Mehrtash Harandi; Yunde Jia; Song-Chun Zhu; Qing Li 003 (NeurIPS, 2024)

OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents. - Zihao Wang; Shaofei Cai; Zhancun Mu; Haowei Lin; Ceyao Zhang; Xuejie Liu; Qing Li 003; Anji Liu; Xiaojian (Shawn) Ma; Yitao Liang (NeurIPS, 2024)

UltraEdit: Instruction-based Fine-Grained Image Editing at Scale. - Haozhe Zhao; Xiaojian (Shawn) Ma; Liang Chen 024; Shuzheng Si; Rujie Wu; Kaikai An; Peiyu Yu; Minjia Zhang; Qing Li 003; Baobao Chang (NeurIPS, 2024)

Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey. - Yi Xin 003; Siqi Luo; Haodi Zhou; Junlong Du; Xiaohong Liu 001; Yue Fan; Qing Li 003; Yuntao Du 001 (CoRR, 2024)

VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding. - Yue Fan; Xiaojian Ma 001; Rujie Wu; Yuntao Du 001; Jiaqi Li; Zhi Gao; Qing Li 003 (CoRR, 2024)

INSIGHT: End-to-End Neuro-Symbolic Visual Reinforcement Learning with Language Explanations. - Lirui Luo; Guoxi Zhang; Hongming Xu 003; Yaodong Yang 001; Cong Fang 001; Qing Li 003 (CoRR, 2024)

Semantic Gaussians: Open-Vocabulary Scene Understanding with 3D Gaussian Splatting. - Jun Guo 009; Xiaojian Ma 001; Yue Fan; Huaping Liu 001; Qing Li 003 (CoRR, 2024)

Task-oriented Sequential Grounding in 3D Scenes. - Zhuofan Zhang; Ziyu Zhu; Pengxiang Li 002; Tengyu Liu; Xiaojian Ma 001; Yixin Chen 003; Baoxiong Jia; Siyuan Huang 001; Qing Li 003 (CoRR, 2024)

SYNERGAI: Perception Alignment for Human-Robot Collaboration. - Yixin Chen 003; Guoxi Zhang; Yaowei Zhang; Hongming Xu 003; Peiyuan Zhi; Qing Li 003; Siyuan Huang 001 (CoRR, 2024)

Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis. - Jiangyong Huang; Baoxiong Jia; Yan Wang 116; Ziyu Zhu; Xiongkun Linghu; Qing Li 003; Song-Chun Zhu; Siyuan Huang 001 (CVPR, 2025)

METASCENES: Towards Automated Replica Creation for Real-world 3D Scans. - Huangyue Yu; Baoxiong Jia; Yixin Chen 003; Yandan Yang; Puhao Li; Rongpeng Su; Jiaxin Li; Qing Li 003; Wei Liang 008; Song-Chun Zhu; Tengyu Liu; Siyuan Huang 001 (CVPR, 2025)

MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge. - Yuntao Du 001; Kailin Jiang; Zhi Gao; Chenrui Shi; Zilong Zheng; Siyuan Qi; Qing Li 003 (ICLR, 2025)

Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage. - Zhi Gao; Bofei Zhang; Pengxiang Li 002; Xiaojian Ma 001; Tao Yuan; Yue Fan; Yuwei Wu 001; Yunde Jia; Song-Chun Zhu; Qing Li 003 (ICLR, 2025)

Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding. - Yue Fan; Xiaojian Ma 001; Rongpeng Su; Jun Guo 009; Rujie Wu; Xi Chen; Qing Li 003 (CoRR, 2025)

LongViTU: Instruction Tuning for Long-Form Video Understanding. - Rujie Wu; Xiaojian Ma 001; Hai Ci; Yue Fan; Yuxuan Wang 004; Haozhe Zhao; Qing Li 003; Yizhou Wang 001 (CoRR, 2025)

Fast Visuomotor Policies via Partial Denoising. - Haojun Chen; Minghao Liu; Xiaojian Ma 001; Zailin Ma; Huimin Wu; Chengdong Ma; Yuanpei Chen; Yifan Zhong; Mingzhi Wang; Qing Li 003; Yaodong Yang 001 (CoRR, 2025)

Building LLM Agents by Incorporating Insights from Computer Systems. - Yapeng Mi; Zhi Gao; Xiaojian Ma 001; Qing Li 003 (CoRR, 2025)

TongUI: Building Generalized GUI Agents by Learning from Multimodal Web Tutorials. - Bofei Zhang; Zirui Shang; Zhi Gao; Wang Zhang; Rui Xie; Xiaojian Ma 001; Tao Yuan; Xinxiao Wu; Song-Chun Zhu; Qing Li 003 (CoRR, 2025)

Iterative Trajectory Exploration for Multimodal Agents. - Pengxiang Li 002; Zhi Gao; Bofei Zhang; Yapeng Mi; Xiaojian Ma 001; Chenrui Shi; Tao Yuan; Yuwei Wu 001; Yunde Jia; Song-Chun Zhu; Qing Li 003 (CoRR, 2025)

FlowDreamer: A RGB-D World Model with Flow-based Motion Representations for Robot Manipulation. - Jun Guo 009; Xiaojian Ma 001; Yikai Wang 001; Min Yang; Huaping Liu 001; Qing Li 003 (CoRR, 2025)

Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL. - Xintong Zhang; Zhi Gao; Bofei Zhang; Pengxiang Li 002; Xiaowen Zhang; Yang Liu 266; Tao Yuan; Yuwei Wu 001; Yunde Jia; Song-Chun Zhu; Qing Li 003 (CoRR, 2025)

When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways. - Kailin Jiang; Yuntao Du 001; Yukai Ding; Yuchen Ren; Ning Jiang; Zhi Gao; Zilong Zheng; Lei Liu; Bin Li; Qing Li 003 (CoRR, 2025)

From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes. - Tianxu Wang; Zhuofan Zhang; Ziyu Zhu; Yue Fan; Jing Xiong; Pengxiang Li 002; Xiaojian Ma 001; Qing Li 003 (CoRR, 2025)

LEO-VL: Towards 3D Vision-Language Generalists via Data Scaling with Efficient Representation. - Jiangyong Huang; Xiaojian Ma 001; Xiongkun Linghu; Yue Fan; Junchao He; Wenxin Tan; Qing Li 003; Song-Chun Zhu; Yixin Chen 003; Baoxiong Jia; Siyuan Huang 001 (CoRR, 2025)

Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation. - Ziyu Zhu; Xilin Wang; Yixuan Li; Zhuofan Zhang; Xiaojian Ma 001; Yixin Chen 003; Baoxiong Jia; Wei Liang 008; Qian Yu; Zhidong Deng; Siyuan Huang 001; Qing Li 003 (CoRR, 2025)