Di Zhang

Kuaishou Technology, Beijing, China

58 papers at tracked venues · 50 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0006-5475-2728 ↗Homepage ↗

Venues

CVPR ×10 ICCV ×8 NeurIPS ×8 ACL ×7 ICLR ×7 EMNLP ×6 AAAI ×4 ICML ×3 ACM MM ×2 NAACL ×2 SIGKDD ×1

Frequent coauthors

Pengfei Wan

×27

Kun Gai

×15

Tingting Gao

×11

Fuzheng Zhang

×10

Xintao Wang

×9

Xin Tao

×8

Fan Yang

×8

Wanli Ouyang

×7

Bin Wen

×5

Menghan Xia

×5

Xiaoqiang Liu

×5

Mingwu Zheng

×4

Papers

Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings
AAAI 2026 ·
Liang Hou
,
Cong Liu
,
Mingwu Zheng
,
Xin Tao
,
Pengfei Wan
, Di Zhang,
Kun Gai
Faithful-First Reasoning, Planning, and Acting for Multimodal LLMs
ACL 2026 ·
Junxian Li
,
Xinyue Xu
,
Sai Ma
, Di Zhang,
Sichao Li
FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion
AAAI 2026 ·
Xiangyang Luo
,
Qingyu Li
,
Xiaokun Liu
,
Wenyu Qin
,
Miao Yang
,
Meng Wang
,
Pengfei Wan
, Di Zhang,
Kun Gai
,
Shao-Lun Huang
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
AAAI 2026 ·
Yunxiao Wang
,
Meng Liu
,
Wenqi Liu
,
Xuemeng Song
,
Bin Wen
,
Fan Yang
,
Tingting Gao
, Di Zhang,
Guorui Zhou
,
Liqiang Nie
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation
ICLR 2025 ·
Xiao Fu
,
Xian Liu
,
Xintao Wang
,
Sida Peng
,
Menghan Xia
,
Xiaoyu Shi
,
Ziyang Yuan
,
Pengfei Wan
, Di Zhang,
Dahua Lin
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
EMNLP 2025 ·
Haonan He
,
Yuchen Ren
,
Yining Tang
,
Ziyang Xu
,
Junxian Li
,
Minghao Yang
, Di Zhang,
Dong Yuan
,
Tao Chen
,
Shufei Zhang
,
Yuqiang Li
,
Nanqing Dong
,
Wanli Ouyang
,
Dongzhan Zhou
,
Peng Ye
Cafe-Talk: Generating 3D Talking Face Animation with Multimodal Coarse- and Fine-grained Control
ICLR 2025 ·
Hejia Chen
,
Haoxian Zhang
,
Shoulong Zhang
,
Xiaoqiang Liu
,
Sisi Zhuang
,
Yuan Zhang
,
Pengfei Wan
, Di Zhang,
Shuai Li
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025 ·
Junxian Li
, Di Zhang,
Xunzhi Wang
,
Zeying Hao
,
Jingdi Lei
,
Qian Tan
,
Cai Zhou
,
Wei Liu
,
Yaotian Yang
,
Xinrui Xiong
,
Weiyun Wang
,
Zhe Chen
,
Wenhai Wang
,
Wei Li
,
Mao Su
,
Shufei Zhang
,
Wanli Ouyang
,
Yuqiang Li
,
Dongzhan Zhou
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
CVPR 2025 · Di Zhang,
Jingdi Lei
,
Junxian Li
,
Xunzhi Wang
,
Yujie Liu
,
Zonglin Yang
,
Jiatong Li
,
Weida Wang
,
Suorong Yang
,
Jianbo Wu
,
Peng Ye
,
Wanli Ouyang
,
Dongzhan Zhou
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
EMNLP 2025 ·
Minxuan Lv
,
Zhenpeng Su
,
Leiyu Pan
,
Yizhe Xiong
,
Zijia Lin
,
Hui Chen
,
Wei Zhou
,
Jungong Han
,
Guiguang Ding
,
Wenwu Ou
, Di Zhang,
Kun Gai
,
Songlin Hu
Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
NeurIPS 2025 ·
Wei Chen
,
Xin Yan
,
Bin Wen
,
Fan Yang
,
Tingting Gao
, Di Zhang,
Long Chen
Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization
NeurIPS 2025 ·
Tao Zhang
,
Cheng Da
,
Kun Ding
,
Huan Yang
,
Kun Jin
,
Yan Li
,
Tingting Gao
, Di Zhang,
Shiming Xiang
,
Chunhong Pan
Flow-GRPO: Training Flow Matching Models via Online RL
NeurIPS 2025 ·
Jie Liu
,
Gongye Liu
,
Jiajun Liang
,
Yangguang Li
,
Jiaheng Liu
,
Xintao Wang
,
Pengfei Wan
, Di Zhang,
Wanli Ouyang
FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention
ICCV 2025 ·
Xuan Ju
,
Weicai Ye
,
Quande Liu
,
Qiulin Wang
,
Xintao Wang
,
Pengfei Wan
, Di Zhang,
Kun Gai
,
Qiang Xu
GGTalker: Talking Head Systhesis with Generalizable Gaussian Priors and Identity-Specific Adaptation
ICCV 2025 ·
Wentao Hu
,
Shunkai Li
,
Ziqiao Peng
,
Haoxian Zhang
,
Fan Shi
,
Xiaoqiang Liu
,
Pengfei Wan
, Di Zhang,
Hui Tian
GPAvatar: High-fidelity Head Avatars by Learning Efficient Gaussian Projections
CVPR 2025 ·
Wei-Qi Feng
,
Dong Han
,
Ze-Kang Zhou
,
Shunkai Li
,
Xiaoqiang Liu
,
Pengfei Wan
, Di Zhang,
Miao Wang
GameFactorly: Creating New Games with Generative Interactive Videos
ICCV 2025 ·
Jiwen Yu
,
Yiran Qin
,
Xintao Wang
,
Pengfei Wan
, Di Zhang,
Xihui Liu
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
ACL 2025 ·
Xiao Wang
,
Jingyun Hua
,
Weihong Lin
,
Yuanxing Zhang
,
Fuzheng Zhang
,
Jianlong Wu
, Di Zhang,
Liqiang Nie
How Far are AI-Generated Videos from Simulating the 3D Visual World: A Learned 3D Evaluation Approach
ICCV 2025 ·
Chirui Chang
,
Jiahui Liu
,
Zhengzhe Liu
,
Xiaoyang Lyu
,
Yi-Hua Huang
,
Xin Tao
,
Pengfei Wan
, Di Zhang,
Xiaojuan Qi
Imbalance in Balance: Online Concept Balancing in Generation Models
ICCV 2025 ·
Yukai Shi
,
Jiarong Ou
,
Rui Chen
,
Haotian Yang
,
Jiahao Wang
,
Xin Tao
,
Pengfei Wan
, Di Zhang,
Kun Gai
Improving Video Generation with Human Feedback
NeurIPS 2025 ·
Jie Liu
,
Gongye Liu
,
Jiajun Liang
,
Ziyang Yuan
,
Xiaokun Liu
,
Mingwu Zheng
,
Xiele Wu
,
Qiulin Wang
,
Menghan Xia
,
Xintao Wang
,
Xiaohong Liu
,
Fei Yang
,
Pengfei Wan
, Di Zhang,
Kun Gai
,
Yujiu Yang
,
Wanli Ouyang
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content
CVPR 2025 ·
Qiuheng Wang
,
Yukai Shi
,
Jiarong Ou
,
Rui Chen
,
Ke Lin
,
Jiahao Wang
,
Boyuan Jiang
,
Haotian Yang
,
Mingwu Zheng
,
Xin Tao
,
Fei Yang
,
Pengfei Wan
, Di Zhang
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
NAACL 2025 · Di Zhang,
Jianbo Wu
,
Jingdi Lei
,
Tong Che
,
Jiatong Li
,
Tong Xie
,
Xiaoshui Huang
,
Shufei Zhang
,
Marco Pavone
,
Yuqiang Li
,
Wanli Ouyang
,
Dongzhan Zhou
Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model
CVPR 2025 ·
Longrong Yang
,
Dong Shen
,
Chaoxiang Cai
,
Kaibing Chen
,
Fan Yang
,
Tingting Gao
, Di Zhang,
Xi Li
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
ICML 2025 ·
Yifan Zhang
,
Tao Yu
,
Haochen Tian
,
Chaoyou Fu
,
Peiyan Li
,
Jianshu Zeng
,
Wulin Xie
,
Yang Shi
,
Huanyu Zhang
,
Junkang Wu
,
Xue Wang
,
Yibo Hu
,
Bin Wen
,
Tingting Gao
,
Zhang Zhang
,
Fan Yang
, Di Zhang,
Liang Wang
,
Rong Jin
MODA: MOdular Duplex Attention for Multimodal Perception, Cognition, and Emotion Understanding
ICML 2025 ·
Zhicheng Zhang
,
Wuyou Xia
,
Chenxi Zhao
,
Zhou Yan
,
Xiaoqiang Liu
,
Yongjie Zhu
,
Wenyu Qin
,
Pengfei Wan
, Di Zhang,
Jufeng Yang
MUSE: Multi-Subject Unified Synthesis Via Explicit Layout Semantic Expansion
ICCV 2025 ·
Fei Peng
,
Junqiang Wu
,
Yan Li
,
Tingting Gao
, Di Zhang,
Huiyuan Fu
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
ACM MM 2025 ·
Yang Shi
,
Jiaheng Liu
,
Yushuo Guan
,
Zhenhua Wu
,
Yuanxing Zhang
,
Zihao Wang
,
Weihong Lin
,
Jingyun Hua
,
Zekun Wang
,
Xinlong Chen
,
Bohan Zeng
,
Wentao Zhang
,
Fuzheng Zhang
,
Wenjing Yang
, Di Zhang
OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
NeurIPS 2025 ·
Ziqiao Peng
,
Jiwen Liu
,
Haoxian Zhang
,
Xiaoqiang Liu
,
Songlin Tang
,
Pengfei Wan
, Di Zhang,
Hongyan Liu
,
Jun He
PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-Resolution
CVPR 2025 ·
Shian Du
,
Menghan Xia
,
Chang Liu
,
Xintao Wang
,
Jing Wang
,
Pengfei Wan
, Di Zhang,
Xiangyang Ji
Recammaster: Camera-Controlled Generative Rendering From a Single Video
ICCV 2025 ·
Jianhong Bai
,
Menghan Xia
,
Xiao Fu
,
Xintao Wang
,
Lianrui Mu
,
Jinwen Cao
,
Zuozhu Liu
,
Haoji Hu
,
Xiang Bai
,
Pengfei Wan
, Di Zhang
Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
NeurIPS 2025 ·
Jiaqi Wei
,
Hao Zhou
,
Xiang Zhang
, Di Zhang,
Zijie Qiu
,
Noah Wei
,
Jinzhe Li
,
Wanli Ouyang
,
Siqi Sun
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
EMNLP 2025 ·
Hao Yi
,
Qingyang Li
,
Yulan Hu
,
Fuzheng Zhang
, Di Zhang,
Yong Liu
Scene Graph Guided Generation: Enable Accurate Relations Generation in Text-to-Image Models via Textural Rectification
ICCV 2025 ·
Guibao Shen
,
Luozhou Wang
,
Jiantao Lin
,
Wenhang Ge
,
Chaozhe Zhang
,
Xin Tao
, Di Zhang,
Pengfei Wan
,
Guangyong Chen
,
Yijun Li
,
Ying-Cong Chen
SketchVideo: Sketch-based Video Generation and Editing
CVPR 2025 ·
Feng-Lin Liu
,
Hongbo Fu
,
Xintao Wang
,
Weicai Ye
,
Pengfei Wan
, Di Zhang,
Lin Gao
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
ICLR 2025 ·
Longrong Yang
,
Dong Shen
,
Chaoxiang Cai
,
Fan Yang
,
Tingting Gao
, Di Zhang,
Xi Li
Stable Segment Anything Model
ICLR 2025 ·
Qi Fan
,
Xin Tao
,
Lei Ke
,
Mingqiao Ye
, Di Zhang,
Pengfei Wan
,
Yu-Wing Tai
,
Chi-Keung Tang
StyleMaster: Stylize Your Video with Artistic Generation and Translation
CVPR 2025 ·
Zixuan Ye
,
Huijuan Huang
,
Xintao Wang
,
Pengfei Wan
, Di Zhang,
Wenhan Luo
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
ICLR 2025 ·
Jianhong Bai
,
Menghan Xia
,
Xintao Wang
,
Ziyang Yuan
,
Zuozhu Liu
,
Haoji Hu
,
Pengfei Wan
, Di Zhang
TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
ICLR 2025 ·
Jiankang Chen
,
Tianke Zhang
,
Changyi Liu
,
Haojie Ding
,
Yaya Shi
,
Cheng Feng
,
Huihui Xiao
,
Bin Wen
,
Fan Yang
,
Tingting Gao
, Di Zhang
Towards Precise Scaling Laws for Video Diffusion Transformers
CVPR 2025 ·
Yuanyang Yin
,
Yaqi Zhao
,
Mingwu Zheng
,
Ke Lin
,
Jiarong Ou
,
Rui Chen
,
Victor Shea-Jay Huang
,
Jiahao Wang
,
Xin Tao
,
Pengfei Wan
, Di Zhang,
Baoqun Yin
,
Wentao Zhang
,
Kun Gai
Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene Simulation
CVPR 2025 ·
Zhuoman Liu
,
Weicai Ye
,
Yan Luximon
,
Pengfei Wan
, Di Zhang
VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform
SIGKDD 2025 ·
Xingyu Lu
,
Tianke Zhang
,
Chang Meng
,
Xiaobei Wang
,
Jinpeng Wang
,
Yifan Zhang
,
Shisong Tang
,
Changyi Liu
,
Haojie Ding
,
Kaiyu Jiang
,
Kaiyu Tang
,
Bin Wen
,
Hai-Tao Zheng
,
Fan Yang
,
Tingting Gao
, Di Zhang,
Kun Gai
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
ACL 2025 ·
Xinlong Chen
,
Yuanxing Zhang
,
Chongling Rao
,
Yushuo Guan
,
Jiaheng Liu
,
Fuzheng Zhang
,
Chengru Song
,
Qiang Liu
, Di Zhang,
Tieniu Tan
VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models
NeurIPS 2025 ·
Zhicheng Zhang
,
Weicheng Wang
,
Yongjie Zhu
,
Wenyu Qin
,
Pengfei Wan
, Di Zhang,
Jufeng Yang
iMOVE : Instance-Motion-Aware Video Understanding
ACL 2025 ·
Jiaze Li
,
Yaya Shi
,
Zongyang Ma
,
Haoran Xu
,
Yandong Bai
,
Huihui Xiao
,
Ruiwen Kang
,
Fan Yang
,
Tingting Gao
, Di Zhang
DialogBench: Evaluating LLMs as Human-like Dialogue Systems
NAACL 2024 ·
Jiao Ou
,
Junda Lu
,
Che Liu
,
Yihong Tang
,
Fuzheng Zhang
, Di Zhang,
Kun Gai
Evaluating Readability and Faithfulness of Concept-based Explanations
EMNLP 2024 ·
Meng Li
,
Haoran Jin
,
Ruixuan Huang
,
Zhihao Xu
,
Defu Lian
,
Zijia Lin
, Di Zhang,
Xiting Wang
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint
ACL 2024 ·
Zhipeng Chen
,
Kun Zhou
,
Xin Zhao
,
Junchen Wan
,
Fuzheng Zhang
, Di Zhang,
Ji-Rong Wen
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
EMNLP 2024 ·
Jiao Ou
,
Jiayu Wu
,
Che Liu
,
Fuzheng Zhang
, Di Zhang,
Kun Gai
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios
ACL 2024 ·
Lei Lin
,
Jia-Yi Fu
,
Pengli Liu
,
Qingyang Li
,
Yan Gong
,
Junchen Wan
,
Fuzheng Zhang
,
Zhongyuan Wang
, Di Zhang,
Kun Gai
Learning Multi-Dimensional Human Preference for Text-to-Image Generation
CVPR 2024 ·
Sixian Zhang
,
Bohan Wang
,
Junqiang Wu
,
Yan Li
,
Tingting Gao
, Di Zhang,
Zhongyuan Wang
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models
ACL 2024 ·
Yuchong Sun
,
Che Liu
,
Kun Zhou
,
Jinwen Huang
,
Ruihua Song
,
Xin Zhao
,
Fuzheng Zhang
, Di Zhang,
Kun Gai
PlacidDreamer: Advancing Harmony in Text-to-3D Generation
ACM MM 2024 ·
Shuo Huang
,
Shikun Sun
,
Zixuan Wang
,
Xiaoyu Qin
,
Yanmin Xiong
,
Yuan Zhang
,
Pengfei Wan
, Di Zhang,
Jia Jia
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
EMNLP 2024 ·
Xiaoxue Cheng
,
Junyi Li
,
Xin Zhao
,
Hongzhi Zhang
,
Fuzheng Zhang
, Di Zhang,
Kun Gai
,
Ji-Rong Wen
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
ICLR 2024 ·
Yang Jin
,
Kun Xu
,
Liwei Chen
,
Chao Liao
,
Jianchao Tan
,
Quzhe Huang
,
Bin Chen
,
Chengru Song
,
Dai Meng
, Di Zhang,
Wenwu Ou
,
Kun Gai
,
Yadong Mu
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
ICML 2024 ·
Yang Jin
,
Zhicheng Sun
,
Kun Xu
,
Liwei Chen
,
Hao Jiang
,
Quzhe Huang
,
Chengru Song
,
Yuliang Liu
, Di Zhang,
Yang Song
,
Kun Gai
,
Yadong Mu
VideoTetris: Towards Compositional Text-to-Video Generation
NeurIPS 2024 ·
Ye Tian
,
Ling Yang
,
Haotian Yang
,
Yuan Gao
,
Yufan Deng
,
Xintao Wang
,
Zhaochen Yu
,
Xin Tao
,
Pengfei Wan
, Di Zhang,
Bin Cui