Adaptive Pooling in Multi-instance Learning for Web Video Annotation. - Dong Liu 002; Yizhou Zhou; Xiaoyan Sun 001; Zheng-Jun Zha; Wenjun Zeng 001 (ICCV Workshops, 2017)

MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition. - Yizhou Zhou; Xiaoyan Sun 001; Zheng-Jun Zha; Wenjun Zeng 001 (CVPR, 2018)

Context-Reinforced Semantic Segmentation. - Yizhou Zhou; Xiaoyan Sun 001; Zheng-Jun Zha; Wenjun Zeng 001 (CVPR, 2019)

One-Shot Neural Architecture Search Through A Posteriori Distribution Guided Sampling. - Yizhou Zhou; Xiaoyan Sun 001; Chong Luo; Zheng-Jun Zha; Wenjun Zeng 001 (CoRR, 2019)

Posterior-Guided Neural Architecture Search. - Yizhou Zhou; Xiaoyan Sun 001; Chong Luo; Zheng-Jun Zha; Wenjun Zeng 001 (AAAI, 2020)

Spatiotemporal Fusion in 3D CNNs: A Probabilistic View. - Yizhou Zhou; Xiaoyan Sun 001; Chong Luo; Zheng-Jun Zha; Wenjun Zeng 001 (CVPR, 2020)

Learning Interpretable and Thermodynamically Stable Partial Differential Equations. - Juntao Huang; Zhiting Ma; Yizhou Zhou; Wen-An Yong (CoRR, 2020)

CHOmics: A web-based tool for multi-omics data analysis and interactive visualization in CHO cell lines. - Dongdong Lin; Hima B. Yalamanchili; Xinmin Zhang; Nathan E. Lewis; Christina S. Alves; Joost Groot; Johnny Arnsdorf; Sara P. Bjørn; Tune Wulff; Bjørn G. Voldborg; Yizhou Zhou; Baohong Zhang (PLoS Comput. Biol., 2020)

Unsupervised Visual Representation Learning by Tracking Patches in Video. - Guangting Wang; Yizhou Zhou; Chong Luo; Wenxuan Xie; Wenjun Zeng 001; Zhiwei Xiong (CVPR, 2021)

VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild. - Yizhou Zhou; Chong Luo; Xiaoyan Sun 001; Zheng-Jun Zha; Wenjun Zeng 001 (CoRR, 2021)

Recent Advances on Boundary Conditions for Equations in Nonequilibrium Thermodynamics. - Wen-An Yong; Yizhou Zhou (Symmetry, 2021)

Distribution Consistent Neural Architecture Search. - Junyi Pan; Chong Sun; Yizhou Zhou; Ying Zhang; Chen Li (CVPR, 2022)

A Multiagent Federated Reinforcement Learning Approach for Plug-In Electric Vehicle Fleet Charging Coordination in a Residential Community. - Yunfei Chu; Zhinong Wei; Xicheng Fang; Sheng Chen 011; Yizhou Zhou (IEEE Access, 2022)

Coupling conditions for linear hyperbolic relaxation systems in two-scales problems. - Juntao Huang; Ruo Li; Yizhou Zhou (CoRR, 2022)

Construction of boundary conditions for Navier-Stokes equations from the moment system. - Ruo Li; Yichen Yang 013; Yizhou Zhou (CoRR, 2022)

Data-driven discovery of multiscale chemical reactions governed by the law of mass action. - Juntao Huang; Yizhou Zhou; Wen-An Yong (J. Comput. Phys., 2022)

Strategic Investment in Power and Heat Markets: A Nash-Cournot Equilibrium Model. - Sheng Chen 011; Zhinong Wei; Guoqiang Sun; Yizhou Zhou (IEEE Trans. Ind. Informatics, 2022)

Text-Only Image Captioning with Multi-Context Data Generation. - Feipeng Ma; Yizhou Zhou; Fengyun Rao; Yueyi Zhang; Xiaoyan Sun 001 (CoRR, 2023)

Coupling conditions for linear hyperbolic relaxation systems in two-scale problems. - Juntao Huang; Ruo Li; Yizhou Zhou (Math. Comput., 2023)

Image Captioning with Multi-Context Synthetic Data. - Feipeng Ma; Yizhou Zhou; Fengyun Rao; Yueyi Zhang; Xiaoyan Sun 001 (AAAI, 2024)

Task Navigator: Decomposing Complex Tasks for Multimodal Large Language Models. - Feipeng Ma; Yizhou Zhou; Yueyi Zhang; Siying Wu; Zheyu Zhang 002; Zilong He; Fengyun Rao; Xiaoyan Sun 001 (CVPR Workshops, 2024)

Inter-X: Towards Versatile Human-Human Interaction Analysis. - Liang Xu 012; Xintao Lv; Yichao Yan; Xin Jin 014; Shuwen Wu; Congsheng Xu; Yifan Liu; Yizhou Zhou; Fengyun Rao; Xingdong Sheng; Yunhui Liu 006; Wenjun Zeng 001; et al. (CVPR, 2024)

ReGenNet: Towards Human Action-Reaction Synthesis. - Liang Xu 012; Yizhou Zhou; Yichao Yan; Xin Jin 014; Wenhan Zhu; Fengyun Rao; Xiaokang Yang 001; Wenjun Zeng 001 (CVPR, 2024)

Enhancing Explainability of Knowledge Learning Paths: Causal Knowledge Networks. - Yuang Wei; Yizhou Zhou; Yuan-Hao Jiang; Bo Jiang 016 (HEXED/L3MNGET@EDM, 2024)

Visual Perception by Large Language Model's Weights. - Feipeng Ma; Hongwei Xue; Yizhou Zhou; Guangting Wang; Fengyun Rao; Shilin Yan; Yueyi Zhang; Siying Wu; Mike Zheng Shou; Xiaoyan Sun 001 (NeurIPS, 2024)

Coordinated Planning of Electricity-Hydrogen Integrated Energy System Considering Lifecycle Carbon Emissions. - Hai-Hong Bian; Chengang Zhou; Zhengyang Guo; Yizhou Zhou; Quance Ren (IEEE Access, 2024)

Multi-Modal Generative Embedding Model. - Feipeng Ma; Hongwei Xue; Guangting Wang; Yizhou Zhou; Fengyun Rao; Shilin Yan; Yueyi Zhang; Siying Wu; Mike Zheng Shou; Xiaoyan Sun 001 (CoRR, 2024)

EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model. - Feipeng Ma; Yizhou Zhou; Hebei Li; Zilong He; Siying Wu; Fengyun Rao; Yueyi Zhang; Xiaoyan Sun 001 (CoRR, 2024)

A numerical method for solving the generalized tangent vector of hyperbolic systems. - Michael Herty; Yizhou Zhou (CoRR, 2024)

Distributionally robust CVaR optimization for resilient distribution system planning with consideration for long-term and short-term uncertainties. - Chao Ren; Zhinong Wei; Yizhou Zhou; Sheng Chen 011; Haiteng Han; Guoqiang Sun; Haixiang Zang; Wenlu Ji (Reliab. Eng. Syst. Saf., 2024)

Explainable Learning Outcomes Prediction: Information Fusion Based on Grades Time-Series and Student Behaviors. - Yuan-Hao Jiang; Zi-Wei Chen; Cong Zhao; Kezong Tang; Jicong Duan; Yizhou Zhou (CHI Extended Abstracts, 2025)

Number it: Temporal Grounding Videos like Flipping Manga. - Yongliang Wu; Xinting Hu; Yuyang Sun; Yizhou Zhou; Wenbo Zhu; Fengyun Rao; Bernt Schiele; Xu Yang 004 (CVPR, 2025)

MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling. - Jian Yang; Dacheng Yin; Yizhou Zhou; Fengyun Rao; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (CVPR, 2025)

PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training. - Cong Chen; Mingyu Liu; Chenchen Jing; Yizhou Zhou; Fengyun Rao; Hao Chen 041; Bo Zhang 046; Chunhua Shen (ICLR, 2025)

AI Agent for Education: von Neumann Multi-Agent System Framework. - Yuan-Hao Jiang; Ruijia Li; Yizhou Zhou; Changyong Qi; Hanglei Hu; Yuang Wei; Bo Jiang 016; Yonghe Wu (CoRR, 2025)

A Study on Educational Data Analysis and Personalized Feedback Report Generation Based on Tags and ChatGPT. - Yizhou Zhou; Mengqiao Zhang; Yuan-Hao Jiang; Xinyu Gao; Naijie Liu; Bo Jiang (CoRR, 2025)

Solving Random Hyperbolic Conservation Laws Using Linear Programming. - Shaoshuai Chu; Michael Herty; Mária Lukácová-Medvid'ová; Yizhou Zhou (CoRR, 2025)

Slide2Text: Leveraging LLMs for Personalized Textbook Generation from PowerPoint Presentations. - Yizhou Zhou (CoRR, 2025)

Asymptotic-preserving schemes for the initial-boundary value problem of hyperbolic relaxation systems. - Yizhou Zhou (CoRR, 2025)

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification. - Yongliang Wu; Yizhou Zhou; Zhou Ziheng; Yingzhe Peng; Xinyu Ye; Xinting Hu; Wenbo Zhu; Lu Qi; Ming-Hsuan Yang 001; Xu Yang 004 (CoRR, 2025)