PPaperPicks

Chang Liu

Microsoft Research AI4Science, Beijing, China

20 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5207-5440 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×5AAAI ×4CVPR ×4NeurIPS ×3ACM MM ×1ECCV ×1ICLR ×1IROS ×1

Frequent coauthors

Jie Chen
×6
Xiangyang Ji
×6
Lin Huang
×5
Xinran Wei
×5
Zun Wang
×5
Bin Shao
×4
Pengchong Qiao
×3
Yunyang Li
×3
Han Yang
×3
Jia Zhang
×3
Pengxu Wei
×2
Yu Shi
×2

Papers

  1. WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation
    AAAI 2026 ·
    Zishan Shu
    ,
    Juntong Wu
    ,
    Wei Yan
    ,
    Xudong Liu
    ,
    Hongyu Zhang
    , Chang Liu,
    Youdong Mao
    ,
    Jie Chen
  2. DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs
    AAAI 2025 ·
    Shiyu Li
    ,
    Pengxu Wei
    ,
    Pengchong Qiao
    , Chang Liu,
    Jie Chen
  3. E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
    NeurIPS 2025 ·
    Yunyang Li
    ,
    Lin Huang
    ,
    Zhihao Ding
    ,
    Xinran Wei
    ,
    Chu Wang
    ,
    Han Yang
    ,
    Zun Wang
    , Chang Liu,
    Yu Shi
    ,
    Peiran Jin
    ,
    Tao Qin
    ,
    Mark Gerstein
    ,
    Jia Zhang
  4. Efficient ANN-SNN Conversion with Error Compensation Learning
    ICML 2025 · Chang Liu,
    Jiangrong Shen
    ,
    Xuming Ran
    ,
    Mingkun Xu
    ,
    Qi Xu
    ,
    Yi Xu
    ,
    Gang Pan
  5. Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
    ICML 2025 ·
    Erpai Luo
    ,
    Xinran Wei
    ,
    Lin Huang
    ,
    Yunyang Li
    ,
    Han Yang
    ,
    Zaishuo Xia
    ,
    Zun Wang
    , Chang Liu,
    Bin Shao
    ,
    Jia Zhang
  6. Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
    ICLR 2025 ·
    Yunyang Li
    ,
    Zaishuo Xia
    ,
    Lin Huang
    ,
    Xinran Wei
    ,
    Samuel Harshe
    ,
    Han Yang
    ,
    Erpai Luo
    ,
    Zun Wang
    ,
    Jia Zhang
    , Chang Liu,
    Bin Shao
    ,
    Mark Gerstein
  7. Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
    AAAI 2025 ·
    Yun Qu
    ,
    Yuhang Jiang
    ,
    Boyuan Wang
    ,
    Yixiu Mao
    ,
    Cheems Wang
    , Chang Liu,
    Xiangyang Ji
  8. Spherical Scissor-Like Reconfigurable Palm Design in Robotic Hands: Insights from Human Hand Functionality
    IROS 2025 ·
    Jiaxing Wang
    ,
    Fang Zhang
    ,
    Kai Chen
    , Chang Liu,
    Guoniu Zhu
    ,
    Qiujie Lu
    ,
    Zhongxue Gan
  9. FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-Shot Subject-Driven Generation
    CVPR 2024 ·
    Pengchong Qiao
    ,
    Lei Shang
    , Chang Liu,
    Baigui Sun
    ,
    Xiangyang Ji
    ,
    Jie Chen
  10. From Synthetic to Real: A Calibration-free Pipeline for Few-shot Raw Image Denoising
    CVPR 2024 ·
    Ruoqi Li
    , Chang Liu,
    Ziyi Wang
    ,
    Yao Du
    ,
    Jingjing Yang
    ,
    Long Bao
    ,
    Heng Sun
  11. GraCo: Granularity-Controllable Interactive Segmentation
    CVPR 2024 ·
    Yian Zhao
    ,
    Kehan Li
    ,
    Zesen Cheng
    ,
    Pengchong Qiao
    ,
    Xiawu Zheng
    ,
    Rongrong Ji
    , Chang Liu,
    Li Yuan
    ,
    Jie Chen
  12. Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
    NeurIPS 2024 ·
    Zun Wang
    , Chang Liu,
    Nianlong Zou
    ,
    He Zhang
    ,
    Xinran Wei
    ,
    Lin Huang
    ,
    Lijun Wu
    ,
    Bin Shao
  13. Kepler codebook
    ICML 2024 ·
    Junrong Lian
    ,
    Ziyue Dong
    ,
    Pengxu Wei
    ,
    Wei Ke
    , Chang Liu,
    Qixiang Ye
    ,
    Xiangyang Ji
    ,
    Liang Lin
  14. LLM-Empowered State Representation for Reinforcement Learning
    ICML 2024 ·
    Boyuan Wang
    ,
    Yun Qu
    ,
    Yuhang Jiang
    ,
    Jianzhun Shao
    , Chang Liu,
    Wenming Yang
    ,
    Xiangyang Ji
  15. MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
    CVPR 2024 ·
    Xin Jin
    ,
    Chunle Guo
    ,
    Xiaoming Li
    ,
    Zongsheng Yue
    ,
    Chongyi Li
    ,
    Shangchen Zhou
    ,
    Ruicheng Feng
    ,
    Yuekun Dai
    ,
    Peiqing Yang
    ,
    Chen Change Loy
    ,
    Ruoqi Li
    , Chang Liu,
    Ziyi Wang
    ,
    Yao Du
    ,
    Jingjing Yang
    ,
    Long Bao
    ,
    Heng Sun
    ,
    Xiangyu Kong
    ,
    Xiaoxia Xing
    ,
    Jinlong Wu
    ,
    Yuanyang Xue
    ,
    Hyunhee Park
    ,
    Sejun Song
    ,
    Changho Kim
    ,
    Jingfan Tan
    ,
    Wenhan Luo
    ,
    Zikun Liu
    ,
    Mingde Qiao
    ,
    Junjun Jiang
    ,
    Kui Jiang
    ,
    Yao Xiao
    ,
    Chuyang Sun
    ,
    Jinhui Hu
    ,
    Weijian Ruan
    ,
    Yubo Dong
    ,
    Kai Chen
    ,
    Hyejeong Jo
    ,
    Jiahao Qin
    ,
    Bingjie Han
    ,
    Pinle Qin
    ,
    Rui Chai
    ,
    Pengyuan Wang
  16. ParCo: Part-Coordinating Text-to-Motion Synthesis
    ECCV 2024 ·
    Qiran Zou
    ,
    Shangyuan Yuan
    ,
    Shian Du
    ,
    Yu Wang
    , Chang Liu,
    Yi Xu
    ,
    Jie Chen
    ,
    Xiangyang Ji
  17. Parallel Vertex Diffusion for Unified Visual Grounding
    AAAI 2024 ·
    Zesen Cheng
    ,
    Kehan Li
    ,
    Peng Jin
    ,
    Siheng Li
    ,
    Xiangyang Ji
    ,
    Li Yuan
    , Chang Liu,
    Jie Chen
  18. Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
    NeurIPS 2024 ·
    Yuxuan Ren
    ,
    Dihan Zheng
    , Chang Liu,
    Peiran Jin
    ,
    Yu Shi
    ,
    Lin Huang
    ,
    Jiyan He
    ,
    Shengjie Luo
    ,
    Tao Qin
    ,
    Tie-Yan Liu
  19. Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction
    ICML 2024 ·
    He Zhang
    , Chang Liu,
    Zun Wang
    ,
    Xinran Wei
    ,
    Siyuan Liu
    ,
    Nanning Zheng
    ,
    Bin Shao
    ,
    Tie-Yan Liu
  20. UVMap-ID: A Controllable and Personalized UV Map Generative Model
    ACM MM 2024 ·
    Weijie Wang
    ,
    Jichao Zhang
    , Chang Liu,
    Xia Li
    ,
    Xingqian Xu
    ,
    Humphrey Shi
    ,
    Nicu Sebe
    ,
    Bruno Lepri