PPaperPicks

Kai Wang

National University of Singapore, School of Computing, Singapore

40 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1154-5175 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×13ICLR ×6CVPR ×5ICML ×5AAAI ×3ECCV ×2ACL ×1ACM MM ×1EMNLP ×1ICCV ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Yang You
×23
Wangbo Zhao
×12
Xiaojiang Peng
×8
Kaipeng Zhang
×6
Zekai Li
×5
Kun Wang
×5
Yuxuan Liang
×5
Pengfei Zhou
×4
Mingjia Shi
×4
Zhangyang (Atlas) Wang
×4
Yuhao Zhou
×4
Xuanlei Zhao
×4

Papers

  1. MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models
    AAAI 2026 ·
    Pengfei Zhou
    ,
    Xiaopeng Peng
    ,
    Fanrui Zhang
    ,
    Zhaopan Xu
    ,
    Jiaxin Ai
    ,
    Yansheng Qiu
    ,
    Wangbo Zhao
    ,
    Jiajun Song
    ,
    Chuanhao Li
    ,
    Weidong Tang
    ,
    Zhen Li
    ,
    Haoquan Zhang
    ,
    Zizhen Li
    ,
    Xiaofeng Mao
    ,
    Yukang Feng
    ,
    Jianwen Sun
    , Kai Wang,
    Xiaojun Chang
    ,
    Wenqi Shao
    ,
    Yang You
    ,
    Kaipeng Zhang
  2. A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
    CVPR 2025 · Kai Wang,
    Mingjia Shi
    ,
    Yukun Zhou
    ,
    Zekai Li
    ,
    Zhihang Yuan
    ,
    Yuzhang Shang
    ,
    Xiaojiang Peng
    ,
    Hanwang Zhang
    ,
    Yang You
  3. A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
    CVPR 2025 ·
    Wangbo Zhao
    ,
    Yizeng Han
    ,
    Jiasheng Tang
    ,
    Zhikai Li
    ,
    Yibing Song
    , Kai Wang,
    Zhangyang Wang
    ,
    Yang You
  4. Distilling Long-tailed Datasets
    CVPR 2025 ·
    Zhenghao Zhao
    ,
    Haoxuan Wang
    ,
    Yuzhang Shang
    , Kai Wang,
    Yan Yan
  5. Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
    NeurIPS 2025 ·
    Zhiyuan Liang
    ,
    Dongwen Tang
    ,
    Yuhao Zhou
    ,
    Xuanlei Zhao
    ,
    Mingjia Shi
    ,
    Wangbo Zhao
    ,
    Zekai Li
    ,
    Peihao Wang
    ,
    Konstantin Schürholt
    ,
    Damian Borth
    ,
    Michael M. Bronstein
    ,
    Yang You
    ,
    Zhangyang (Atlas) Wang
    , Kai Wang
  6. Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting
    AAAI 2025 ·
    Yudong Zhang
    ,
    Xu Wang
    ,
    Xuan Yu
    ,
    Zhaoyang Sun
    , Kai Wang,
    Yang Wang
  7. Dynamic Diffusion Transformer
    ICLR 2025 ·
    Wangbo Zhao
    ,
    Yizeng Han
    ,
    Jiasheng Tang
    , Kai Wang,
    Yibing Song
    ,
    Gao Huang
    ,
    Fan Wang
    ,
    Yang You
  8. EA-Vit: Efficient Adaptation for Elastic Vision Transformer
    ICCV 2025 ·
    Chen Zhu
    ,
    Wangbo Zhao
    ,
    Huiwen Zhang
    ,
    Yuhao Zhou
    ,
    Weidong Tang
    ,
    Shuo Wang
    ,
    Zhihang Yuan
    ,
    Yuzhang Shang
    ,
    Xiaojiang Peng
    , Kai Wang,
    Dawei Yang
  9. Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
    CVPR 2025 · Kai Wang,
    Zekai Li
    ,
    Zhi-Qi Cheng
    ,
    Samir Khaki
    ,
    Ahmad Sajedi
    ,
    Ramakrishna Vedantam
    ,
    Konstantinos N. Plataniotis
    ,
    Alexander Hauptmann
    ,
    Yang You
  10. Info-Coevolution: An Efficient Framework for Data Model Coevolution
    ICML 2025 ·
    Ziheng Qin
    ,
    Hailun Xu
    ,
    Wei Chee Yew
    ,
    Qi Jia
    ,
    Yang Luo
    ,
    Kanchan Sarkar
    ,
    Danhui Guan
    , Kai Wang,
    Yang You
  11. MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification
    ACL 2025 ·
    Xu Zhao Pan
    ,
    Pengfei Zhou
    ,
    Jiaxin Ai
    ,
    Wangbo Zhao
    , Kai Wang,
    Xiaojiang Peng
    ,
    Wenqi Shao
    ,
    Hongxun Yao
    ,
    Kaipeng Zhang
  12. Neural-Driven Image Editing
    NeurIPS 2025 ·
    Pengfei Zhou
    ,
    Jie Xia
    ,
    Xiaopeng Peng
    ,
    Wangbo Zhao
    ,
    Zilong Ye
    ,
    Zekai Li
    ,
    Suorong Yang
    ,
    Jiadong Pan
    ,
    Yuanxiang Chen
    ,
    Ziqiao Wang
    , Kai Wang,
    Qian Zheng
    ,
    Xiaojun Chang
    ,
    Gang Pan
    ,
    Shurong Dong
    ,
    Kaipeng Zhang
    ,
    Yang You
  13. ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion
    EMNLP 2025 ·
    Rana Muhammad Shahroz
    ,
    Dongwen Tang
    ,
    Pingzhi Li
    , Kai Wang,
    Tianlong Chen
  14. Pruning-Robust Mamba with Asymmetric Multi-Scale Scanning Paths
    NeurIPS 2025 ·
    Jindi Lv
    ,
    Yuhao Zhou
    ,
    Mingjia Shi
    ,
    Zhiyuan Liang
    ,
    Panpan Zhang
    ,
    Xiaojiang Peng
    ,
    Wangbo Zhao
    ,
    Zheng Zhu
    ,
    Jiancheng Lv
    ,
    Qing Ye
    , Kai Wang
  15. REPA Works Until It Doesn't: Early-Stopped, Holistic Alignment Supercharges Diffusion Training
    NeurIPS 2025 ·
    Ziqiao Wang
    ,
    Wangbo Zhao
    ,
    Yuhao Zhou
    ,
    Zekai Li
    ,
    Zhiyuan Liang
    ,
    Mingjia Shi
    ,
    Xuanlei Zhao
    ,
    Pengfei Zhou
    ,
    Kaipeng Zhang
    ,
    Zhangyang (Atlas) Wang
    , Kai Wang,
    Yang You
  16. Real-Time Video Generation with Pyramid Attention Broadcast
    ICLR 2025 ·
    Xuanlei Zhao
    ,
    Xiaolong Jin
    , Kai Wang,
    Yang You
  17. Scaling Up Parameter Generation: A Recurrent Diffusion Approach
    NeurIPS 2025 · Kai Wang,
    Dongwen Tang
    ,
    Wangbo Zhao
    ,
    Konstantin Schürholt
    ,
    Zhangyang (Atlas) Wang
    ,
    Yang You
  18. StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
    NeurIPS 2025 ·
    Ziming Liu
    ,
    Shaoyu Wang
    ,
    Shenggan Cheng
    ,
    Zhongkai Zhao
    , Kai Wang,
    Xuanlei Zhao
    ,
    James Demmel
    ,
    Yang You
  19. Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework
    IJCAI 2025 ·
    Yudong Zhang
    ,
    Zhaoyang Sun
    ,
    Xu Wang
    ,
    Xuan Yu
    , Kai Wang,
    Yang Wang
  20. Unsupervised Learning for Class Distribution Mismatch
    ICML 2025 ·
    Pan Du
    ,
    Wangbo Zhao
    ,
    Xinai Lu
    ,
    Nian Liu
    ,
    Zhikai Li
    ,
    Chaoyu Gong
    ,
    Suyun Zhao
    ,
    Hong Chen
    ,
    Cuiping Li
    , Kai Wang,
    Yang You
  21. X-Field: A Physically Informed Representation for 3D X-ray Reconstruction
    NeurIPS 2025 ·
    Feiran Wang
    ,
    Jiachen Tao
    ,
    Junyi Wu
    ,
    Haoxuan Wang
    ,
    Bin Duan
    , Kai Wang,
    Zongxin Yang
    ,
    Yan Yan
  22. ATOM: Attention Mixer for Efficient Dataset Distillation
    CVPR 2024 ·
    Samir Khaki
    ,
    Ahmad Sajedi
    , Kai Wang,
    Lucy Z. Liu
    ,
    Yuri A. Lawryshyn
    ,
    Konstantinos N. Plataniotis
  23. Aligning Large Language Models with Representation Editing: A Control Perspective
    NeurIPS 2024 ·
    Lingkai Kong
    ,
    Haorui Wang
    ,
    Wenhao Mu
    ,
    Yuanqi Du
    ,
    Yuchen Zhuang
    ,
    Yifei Zhou
    ,
    Yue Song
    ,
    Rongzhi Zhang
    , Kai Wang,
    Chao Zhang
  24. Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?
    ICLR 2024 ·
    Jianfei Yang
    ,
    Hanjie Qian
    ,
    Yuecong Xu
    , Kai Wang,
    Lihua Xie
  25. Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
    NeurIPS 2024 ·
    Yifan Duan
    ,
    Jian Zhao
    ,
    pengcheng
    ,
    Junyuan Mao
    ,
    Hao Wu
    ,
    Jingyu Xu
    ,
    Shilong Wang
    ,
    Caoyuan Ma
    , Kai Wang,
    Kun Wang
    ,
    Xuelong Li
  26. Dataset Growth
    ECCV 2024 ·
    Ziheng Qin
    ,
    Zhaopan Xu
    ,
    Yukun Zhou
    ,
    Zangwei Zheng
    ,
    Zebang Cheng
    ,
    Hao Tang
    ,
    Lei Shang
    ,
    Baigui Sun
    ,
    Xiaojiang Peng
    ,
    Radu Timofte
    ,
    Hongxun Yao
    , Kai Wang,
    Yang You
  27. DiM: Distilling Dataset into Generative Model
    ECCV 2024 · Kai Wang,
    Jianyang Gu
    ,
    Hansong Zhang
    ,
    Daquan Zhou
    ,
    Zheng Zhu
    ,
    Wei Jiang
    ,
    Yang You
  28. DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
    ICML 2024 ·
    Zelin Zang
    ,
    Hao Luo
    , Kai Wang,
    Panpan Zhang
    ,
    Fan Wang
    ,
    Stan Z. Li
    ,
    Yang You
  29. Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
    NeurIPS 2024 ·
    Wangbo Zhao
    ,
    Jiasheng Tang
    ,
    Yizeng Han
    ,
    Yibing Song
    , Kai Wang,
    Gao Huang
    ,
    Fan Wang
    ,
    Yang You
  30. Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
    NeurIPS 2024 ·
    Zebang Cheng
    ,
    Zhi-Qi Cheng
    ,
    Jun-Yan He
    , Kai Wang,
    Yuxiang Lin
    ,
    Zheng Lian
    ,
    Xiaojiang Peng
    ,
    Alexander G. Hauptmann
  31. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    NeurIPS 2024 ·
    Guibin Zhang
    ,
    Haonan Dong
    ,
    Yuchen Zhang
    ,
    Zhixun Li
    ,
    Dingshuo Chen
    , Kai Wang,
    Tianlong Chen
    ,
    Yuxuan Liang
    ,
    Dawei Cheng
    ,
    Kun Wang
  32. InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
    ICLR 2024 ·
    Ziheng Qin
    , Kai Wang,
    Zangwei Zheng
    ,
    Jianyang Gu
    ,
    Xiangyu Peng
    ,
    Zhaopan Xu
    ,
    Daquan Zhou
    ,
    Lei Shang
    ,
    Baigui Sun
    ,
    Xuansong Xie
    ,
    Yang You
  33. MVPbev: Multi-view Perspective Image Generation from BEV with Test-time Controllability and Generalizability
    ACM MM 2024 ·
    Buyu Liu
    , Kai Wang,
    Yansong Liu
    ,
    Jun Bao
    ,
    Tingting Han
    ,
    Jun Yu
  34. Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
    ICML 2024 ·
    Yuchen Zhang
    ,
    Tianle Zhang
    , Kai Wang,
    Ziyao Guo
    ,
    Yuxuan Liang
    ,
    Xavier Bresson
    ,
    Wei Jin
    ,
    Yang You
  35. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
    ICLR 2024 ·
    Kun Wang
    ,
    Hao Wu
    ,
    Yifan Duan
    ,
    Guibin Zhang
    , Kai Wang,
    Xiaojiang Peng
    ,
    Yu Zheng
    ,
    Yuxuan Liang
    ,
    Yang Wang
  36. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
    NeurIPS 2024 ·
    Tianle Zhang
    ,
    Langtian Ma
    ,
    Yuchen Yan
    ,
    Yuchen Zhang
    ,
    Yue Yang
    ,
    Ziyao Guo
    ,
    Wenqi Shao
    , Kai Wang,
    Yang You
    ,
    Yu Qiao
    ,
    Ping Luo
    ,
    Kaipeng Zhang
  37. Summarizing Stream Data for Memory-Constrained Online Continual Learning
    AAAI 2024 ·
    Jianyang Gu
    , Kai Wang,
    Wei Jiang
    ,
    Yang You
  38. The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
    SIGKDD 2024 ·
    Kun Wang
    ,
    Guohao Li
    ,
    Shilong Wang
    ,
    Guibin Zhang
    , Kai Wang,
    Yang You
    ,
    Junfeng Fang
    ,
    Xiaojiang Peng
    ,
    Yuxuan Liang
    ,
    Yang Wang
  39. Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
    ICLR 2024 ·
    Ziyao Guo
    , Kai Wang,
    George Cazenavette
    ,
    Hui Li
    ,
    Kaipeng Zhang
    ,
    Yang You
  40. Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
    ICML 2024 ·
    Guibin Zhang
    ,
    Yanwei Yue
    ,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Yongduo Sui
    , Kai Wang,
    Yuxuan Liang
    ,
    Dawei Cheng
    ,
    Shirui Pan
    ,
    Tianlong Chen