Image co-saliency detection by propagating superpixel affinities. - Zhiyu Tan; Liang Wan; Wei Feng 005; Chi-Man Pun (ICASSP, 2013)

A robust optimal preconditioner for the mixed finite element discretization of elliptic optimal control problems. - Wei Gong 005; Zhiyu Tan; Shuo Zhang 004 (Numer. Linear Algebra Appl., 2018)

Learning to Rank Proposals for Object Detection. - Zhiyu Tan; Xuecheng Nie; Qi Qian 001; Nan Li 019; Hao Li 030 (ICCV, 2019)

Finite Element Approximation of Optimal Control Problem Governed by Space Fractional Equation. - Zhaojie Zhou; Zhiyu Tan (J. Sci. Comput., 2019)

Learning Accurate Entropy Model with Global Reference for Image Compression. - Yichen Qian; Zhiyu Tan; Xiuyu Sun; Ming Lin 002; Dongyang Li; Zhenhong Sun; Hao Li 030; Rong Jin 001 (ICLR, 2021)

Interpolation Variable Rate Image Compression. - Zhenhong Sun; Zhiyu Tan; Xiuyu Sun; Fangyi Zhang; Yichen Qian; Dongyang Li; Hao Li 030 (ACM Multimedia, 2021)

Spatiotemporal Entropy Model is All You Need for Learned Video Compression. - Zhenhong Sun; Zhiyu Tan; Xiuyu Sun; Fangyi Zhang; Dongyang Li; Yichen Qian; Hao Li 030 (CoRR, 2021)

Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search. - Zhenhong Sun; Ming Lin 002; Xiuyu Sun; Zhiyu Tan; Rong Jin 001 (CoRR, 2021)

A convexity enforcing C0 interior penalty method for the Monge-Ampère equation on convex polygonal domains. - Susanne C. Brenner; Li-Yeng Sung; Zhiyu Tan; Hongchao Zhang (Numerische Mathematik, 2021)

Jmpnet: Joint Motion Prediction for Learning-Based Video Compression. - Dongyang Li; Zhenhong Sun; Zhiyu Tan; Xiuyu Sun; Fangyi Zhang; Yichen Qian; Hao Li 030 (ICASSP, 2022)

GiraffeDet: A Heavy-Neck Paradigm for Object Detection. - Yiqi Jiang; Zhiyu Tan; Junyan Wang 001; Xiuyu Sun; Ming C. Lin; Hao Li 030 (ICLR, 2022)

Entroformer: A Transformer-based Entropy Model for Learned Image Compression. - Yichen Qian; Xiuyu Sun; Ming Lin 002; Zhiyu Tan; Rong Jin 001 (ICLR, 2022)

MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection. - Zhenhong Sun; Ming Lin 002; Xiuyu Sun; Zhiyu Tan; Hao Li 030; Rong Jin 001 (ICML, 2022)

Terahertz magneto-optical isolator based on graphene-silicon waveguide. - Dan Zhao; Fei Fan; Tengfei Li; Zhiyu Tan; Jierong Cheng; Shengjiang Chang (Sci. China Inf. Sci., 2022)

Convergence analysis of the Schwarz alternating method for unconstrained elliptic optimal control problems. - Wei Gong 005; Felix Kwok; Zhiyu Tan (CoRR, 2022)

OVO: Open-Vocabulary Occupancy. - Zhiyu Tan; Zichao Dong; Cheng Zhang 014; Weikun Zhang; Hang Ji; Hao Li 030 (CoRR, 2023)

Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation. - Junyan Wang 001; Zhenhong Sun; Zhiyu Tan; Xuanbai Chen; Weihua Chen; Hao Li 030; Cheng Zhang 014; Yang Song 001 (CVPR, 2024)

An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation. - Zhiyu Tan; Mengping Yang; Luozheng Qin; Hao Yang; Ye Qian; Qiang Zhou 001; Cheng Zhang 014; Hao Li 030 (ECCV (80), 2024)

ReToMe-VA: Recursive Token Merging for Video Diffusion-based Unrestricted Adversarial Attack. - Ziyi Gao; Kai Chen 027; Zhipeng Wei; Tingshu Mou; Jingjing Chen 001; Zhiyu Tan; Hao Li; Yu-Gang Jiang 001 (ACM Multimedia, 2024)

EGGen: Image Generation with Multi-entity Prior Learning through Entity Guidance. - Zhenhong Sun; Junyan Wang 001; Zhiyu Tan; Daoyi Dong; Hailan Ma; Hao Li 030; Dong Gong (ACM Multimedia, 2024)

EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models. - Zhiyu Tan; Xiaomeng Yang; Luozheng Qin; Mengping Yang; Cheng Zhang 014; Hao Li 030 (CoRR, 2024)

VidGen-1M: A Large-Scale Dataset for Text-to-video Generation. - Zhiyu Tan; Xiaomeng Yang; Luozheng Qin; Hao Li (CoRR, 2024)

LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment. - Yibin Wang; Zhiyu Tan; Junyan Wang; Xiaomeng Yang; Cheng Jin; Hao Li (CoRR, 2024)

E2EDiff: Direct Mapping from Noise to Data for Enhanced Diffusion Models. - Zhiyu Tan; Wenxu Qian; Hesen Chen; Mengping Yang; Lei Chen; Hao Li 030 (CoRR, 2024)

C0 interior penalty methods for an elliptic distributed optimal control problem with general tracking and pointwise state constraints. - Susanne C. Brenner; SeongHee Jeong; Li-Yeng Sung; Zhiyu Tan (Comput. Math. Appl., 2024)

Discontinuous Galerkin methods for an elliptic optimal control problem with a general state equation and pointwise state constraints. - Sijing Liu; Zhiyu Tan; Yi Zhang (J. Comput. Appl. Math., 2024)

A New Finite Element Method for Elliptic Optimal Control Problems with Pointwise State Constraints in Energy Spaces. - Wei Gong 005; Zhiyu Tan (J. Sci. Comput., 2025)

IPO: Iterative Preference Optimization for Text-to-Video Generation. - Xiaomeng Yang; Zhiyu Tan; Xuecheng Nie; Hao Li 030 (CoRR, 2025)

Raccoon: Multi-stage Diffusion Training with Coarse-to-Fine Curating Videos. - Zhiyu Tan; Junyan Wang 001; Hao Yang; Luozheng Qin; Hesen Chen; Qiang Zhou 001; Hao Li 030 (CoRR, 2025)

SARA: Structural and Adversarial Representation Alignment for Training-efficient Diffusion Models. - Hesen Chen; Junyan Wang 001; Zhiyu Tan; Hao Li 030 (CoRR, 2025)

Cockatiel: Ensembling Synthetic and Human Preferenced Training for Detailed Video Caption. - Luozheng Qin; Zhiyu Tan; Mengping Yang; Xiaomeng Yang; Hao Li (CoRR, 2025)

Identity-Aware Vision-Language Model for Explainable Face Forgery Detection. - Junhao Xu; Jingjing Chen 001; Yang Jiao; Jiacheng Zhang; Zhiyu Tan; Hao Li; Yu-Gang Jiang 001 (CoRR, 2025)

SDPO: Importance-Sampled Direct Preference Optimization for Stable Diffusion Training. - Xiaomeng Yang; Zhiyu Tan; Junyan Wang; Zhijian Zhou; Hao Li (CoRR, 2025)

RDPO: Real Data Preference Optimization for Physics Consistency Video Generation. - Wenxu Qian; Chaoyue Wang; Hou Peng; Zhiyu Tan; Hao Li 030; Anxiang Zeng (CoRR, 2025)

Omni-Video: Democratizing Unified Video Understanding and Generation. - Zhiyu Tan; Hao Yang; Luozheng Qin; Jia Gong; Mengping Yang; Hao Li 030 (CoRR, 2025)

Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision. - Luozheng Qin; Jia Gong; Yuqing Sun; Tianjiao Li; Mengping Yang; Xiaomeng Yang; Chao Qu; Zhiyu Tan; Hao Li (CoRR, 2025)