PPaperPicks

Jiang Bian

Microsoft Research Asia, Beijing, China

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

DBLP profile ↗ORCID 0000-0002-9472-600X ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×13ICLR ×12ICML ×11AAAI ×4SIGKDD ×4ACL ×3CVPR ×2IJCAI ×2NAACL ×2ACM MM ×1ECCV ×1

Frequent coauthors

Lei Song
×11
Xu Tan
×11
Junliang Guo
×9
Chang Xu
×8
Li Zhao
×8
Yuhao Huang
×7
Weiqing Liu
×7
Tianyu He
×7
Chuheng Zhang
×6
Shizhao Sun
×5
Rui Wang
×5
Shun Zheng
×5

Papers

  1. Controllable Financial Market Generation with Diffusion Guided Meta Agent
    AAAI 2026 ·
    Yu-Hao Huang
    ,
    Chang Xu
    ,
    Yang Liu
    ,
    Weiqing Liu
    ,
    Wu-Jun Li
    , Jiang Bian
  2. AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
    ICML 2025 ·
    Yuliang Liu
    ,
    Junjie Lu
    ,
    Chaofeng Qu
    ,
    Zhaoling Chen
    ,
    Zefan Cai
    ,
    Jason Klein Liu
    ,
    Chonghan Liu
    ,
    Yunhui Xia
    ,
    Li Zhao
    , Jiang Bian,
    Chuheng Zhang
    ,
    Wei Shen
    ,
    Zhouhan Lin
  3. BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
    ICML 2025 ·
    Hao Li
    ,
    Yu-Hao Huang
    ,
    Chang Xu
    ,
    Viktor Schlegel
    ,
    Renhe Jiang
    ,
    Riza Batista-Navarro
    ,
    Goran Nenadic
    , Jiang Bian
  4. CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
    ICML 2025 ·
    Yu Yuan
    ,
    Shizhao Sun
    ,
    Qi Liu
    , Jiang Bian
  5. CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan-Generate-Verify Loop
    NeurIPS 2025 ·
    Weijian Ma
    ,
    Shizhao Sun
    ,
    Ruiyu Wang
    , Jiang Bian
  6. DPO Meets PPO: Reinforced Token Optimization for RLHF
    ICML 2025 ·
    Han Zhong
    ,
    Zikang Shan
    ,
    Guhao Feng
    ,
    Wei Xiong
    ,
    Xinle Cheng
    ,
    Li Zhao
    ,
    Di He
    , Jiang Bian,
    Liwei Wang
  7. Dyn-O: Building Structured World Models with Object-Centric Representations
    NeurIPS 2025 ·
    Zizhao Wang
    ,
    Kaixin Wang
    ,
    Li Zhao
    ,
    Peter Stone
    , Jiang Bian
  8. Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning
    ICLR 2025 ·
    Ruohong Liu
    ,
    Yuxin Pan
    ,
    Linjie Xu
    ,
    Lei Song
    ,
    Pengcheng You
    ,
    Yize Chen
    , Jiang Bian
  9. FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
    ICLR 2025 ·
    Zhanwei Zhang
    ,
    Shizhao Sun
    ,
    Wenxiao Wang
    ,
    Deng Cai
    , Jiang Bian
  10. From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
    ICML 2025 ·
    Jinyu Wang
    ,
    Jingjing Fu
    ,
    Rui Wang
    ,
    Lei Song
    , Jiang Bian
  11. From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
    CVPR 2025 ·
    Jiawei Lin
    ,
    Shizhao Sun
    ,
    Danqing Huang
    ,
    Ting Liu
    ,
    Ji Li
    , Jiang Bian
  12. Functional Complexity-adaptive Temporal Tensor Decomposition
    NeurIPS 2025 ·
    Panqi Chen
    ,
    Lei Cheng
    ,
    Jianlong Li
    ,
    Weichang Li
    ,
    Weiqing Liu
    , Jiang Bian,
    Shikai Fang
  13. GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework
    IJCAI 2025 ·
    Ang Lv
    ,
    Xu Tan
    ,
    Peiling Lu
    ,
    Wei Ye
    ,
    Shikun Zhang
    , Jiang Bian,
    Rui Yan
  14. Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations
    NeurIPS 2025 ·
    Panqi Chen
    ,
    Yifan Sun
    ,
    Lei Cheng
    ,
    Yang Yang
    ,
    Weichang Li
    ,
    Yang Liu
    ,
    Weiqing Liu
    , Jiang Bian,
    Shikai Fang
  15. Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models
    NAACL 2025 ·
    Zijian Li
    ,
    Qingyan Guo
    ,
    Jiawei Shao
    ,
    Lei Song
    , Jiang Bian,
    Jun Zhang
    ,
    Rui Wang
  16. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
    SIGKDD 2025 ·
    Wei Fan
    ,
    Shun Zheng
    ,
    Pengyang Wang
    ,
    Rui Xie
    ,
    Kun Yi
    ,
    Qi Zhang
    , Jiang Bian,
    Yanjie Fu
  17. InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
    AAAI 2025 ·
    Yuchi Wang
    ,
    Junliang Guo
    ,
    Jianhong Bai
    ,
    Runyi Yu
    ,
    Tianyu He
    ,
    Xu Tan
    ,
    Xu Sun
    , Jiang Bian
  18. InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models
    SIGKDD 2025 ·
    Min Hou
    ,
    Yueying Wu
    ,
    Chang Xu
    ,
    Yu-Hao Huang
    ,
    Chenxi Bai
    ,
    Le Wu
    , Jiang Bian
  19. MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
    ICLR 2025 ·
    Lu Li
    ,
    Tianyu Zhang
    ,
    Zhiqi Bu
    ,
    Suyuchen Wang
    ,
    Huan He
    ,
    Jie Fu
    ,
    Yonghui Wu
    , Jiang Bian,
    Yong Chen
    ,
    Yoshua Bengio
  20. MIRA: Medical Time Series Foundation Model for Real-World Health Data
    NeurIPS 2025 ·
    Hao Li
    ,
    Bowen Deng
    ,
    Chang Xu
    ,
    Zhiyuan Feng
    ,
    Viktor Schlegel
    ,
    Yu-Hao Huang
    ,
    Yizheng Sun
    ,
    Jingyuan Sun
    ,
    Kailai Yang
    ,
    Yiyao Yu
    , Jiang Bian
  21. MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
    ICLR 2025 ·
    Junjie Li
    ,
    Yang Liu
    ,
    Weiqing Liu
    ,
    Shikai Fang
    ,
    Lewen Wang
    ,
    Chang Xu
    , Jiang Bian
  22. NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
    NeurIPS 2025 ·
    Haolong Qian
    ,
    Xianliang Yang
    ,
    Ling Zhang
    ,
    Lei Song
    , Jiang Bian,
    Chun Yuan
  23. OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval
    ACL 2025 ·
    Wei Yang
    ,
    Jingjing Fu
    ,
    Rui Wang
    ,
    Jinyu Wang
    ,
    Lei Song
    , Jiang Bian
  24. Policy Filtration for RLHF to Mitigate Noise in Reward Models
    ICML 2025 ·
    Chuheng Zhang
    ,
    Wei Shen
    ,
    Li Zhao
    ,
    Xuyun Zhang
    ,
    Xiaolong Xu
    ,
    Wanchun Dou
    , Jiang Bian
  25. R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
    NeurIPS 2025 ·
    Yuante Li
    ,
    Xu Yang
    ,
    Xiao Yang
    ,
    Xisen Wang
    ,
    Weiqing Liu
    , Jiang Bian
  26. TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation
    SIGKDD 2025 ·
    Bowen Deng
    ,
    Chang Xu
    ,
    Hao Li
    ,
    Yu-Hao Huang
    ,
    Min Hou
    , Jiang Bian
  27. Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
    ICML 2025 ·
    Ruiyu Wang
    ,
    Yu Yuan
    ,
    Shizhao Sun
    , Jiang Bian
  28. TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
    AAAI 2025 ·
    Yu-Hao Huang
    ,
    Chang Xu
    ,
    Yueying Wu
    ,
    Wu-Jun Li
    , Jiang Bian
  29. UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing
    ACM MM 2025 ·
    Jianhong Bai
    ,
    Tianyu He
    ,
    Yuchi Wang
    ,
    Junliang Guo
    ,
    Haoji Hu
    ,
    Zuozhu Liu
    , Jiang Bian
  30. Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning
    ICML 2025 ·
    Wenhao Zhao
    ,
    Qiushui Xu
    ,
    Linjie Xu
    ,
    Lei Song
    ,
    Jinyu Wang
    ,
    Chunlai Zhou
    , Jiang Bian
  31. VidTwin: Video VAE with Decoupled Structure and Dynamics
    CVPR 2025 ·
    Yuchi Wang
    ,
    Junliang Guo
    ,
    Xinyi Xie
    ,
    Tianyu He
    ,
    Xu Sun
    , Jiang Bian
  32. Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
    ICLR 2025 ·
    Wentao Zhang
    ,
    Junliang Guo
    ,
    Tianyu He
    ,
    Li Zhao
    ,
    Linli Xu
    , Jiang Bian
  33. What Do Latent Action Models Actually Learn?
    NeurIPS 2025 ·
    Chuheng Zhang
    ,
    Tim Pearce
    ,
    Pushi Zhang
    ,
    Kaixin Wang
    ,
    Xiaoyu Chen
    ,
    Wei Shen
    ,
    Li Zhao
    , Jiang Bian
  34. BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
    NeurIPS 2024 ·
    Jianming Pan
    ,
    Zeqi Ye
    ,
    Xiao Yang
    ,
    Xu Yang
    ,
    Weiqing Liu
    ,
    Lewen Wang
    , Jiang Bian
  35. BatteryML: An Open-source Platform for Machine Learning on Battery Degradation
    ICLR 2024 ·
    Han Zhang
    ,
    Xiaofan Gui
    ,
    Shun Zheng
    ,
    Ziheng Lu
    ,
    Yuqi Li
    , Jiang Bian
  36. Compositional 3D-aware Video Generation with LLM Director
    NeurIPS 2024 ·
    Hanxin Zhu
    ,
    Tianyu He
    ,
    Anni Tang
    ,
    Junliang Guo
    ,
    Zhibo Chen
    , Jiang Bian
  37. Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
    ICLR 2024 ·
    Qingyan Guo
    ,
    Rui Wang
    ,
    Junliang Guo
    ,
    Bei Li
    ,
    Kaitao Song
    ,
    Xu Tan
    ,
    Guoqing Liu
    , Jiang Bian,
    Yujiu Yang
  38. Diversification of Adaptive Policy for Effective Offline Reinforcement Learning
    IJCAI 2024 ·
    Yunseon Choi
    ,
    Li Zhao
    ,
    Chuheng Zhang
    ,
    Lei Song
    , Jiang Bian,
    Kee-Eung Kim
  39. ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer
    NeurIPS 2024 ·
    Jiawen Zhang
    ,
    Shun Zheng
    ,
    Xumeng Wen
    ,
    Xiaofang Zhou
    , Jiang Bian,
    Jia Li
  40. Empowering Diffusion Models on the Embedding Space for Text Generation
    NAACL 2024 ·
    Zhujin Gao
    ,
    Junliang Guo
    ,
    Xu Tan
    ,
    Yongxin Zhu
    ,
    Fang Zhang
    , Jiang Bian,
    Linli Xu
  41. End-to-End Rate-Distortion Optimized 3D Gaussian Representation
    ECCV 2024 ·
    Henan Wang
    ,
    Hanxin Zhu
    ,
    Tianyu He
    ,
    Runsen Feng
    ,
    Jiajun Deng
    , Jiang Bian,
    Zhibo Chen
  42. From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models
    SIGKDD 2024 ·
    Xumeng Wen
    ,
    Han Zhang
    ,
    Shun Zheng
    ,
    Wei Xu
    , Jiang Bian
  43. GAIA: Zero-shot Talking Avatar Generation
    ICLR 2024 ·
    Tianyu He
    ,
    Junliang Guo
    ,
    Runyi Yu
    ,
    Yuchi Wang
    ,
    Jialiang Zhu
    ,
    Kaikai An
    ,
    Leyi Li
    ,
    Xu Tan
    ,
    Chunyu Wang
    ,
    Han Hu
    ,
    HsiangTao Wu
    ,
    Sheng Zhao
    , Jiang Bian
  44. Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL
    ACL 2024 ·
    Yunseon Choi
    ,
    Sangmin Bae
    ,
    Seonghyun Ban
    ,
    Minchan Jeong
    ,
    Chuheng Zhang
    ,
    Lei Song
    ,
    Li Zhao
    , Jiang Bian,
    Kee-Eung Kim
  45. MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
    ICLR 2024 ·
    Xinyao Fan
    ,
    Yueying Wu
    ,
    Chang Xu
    ,
    Yuhao Huang
    ,
    Weiqing Liu
    , Jiang Bian
  46. Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training
    ACL 2024 ·
    Qingyan Guo
    ,
    Rui Wang
    ,
    Junliang Guo
    ,
    Xu Tan
    , Jiang Bian,
    Yujiu Yang
  47. NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers
    ICLR 2024 ·
    Kai Shen
    ,
    Zeqian Ju
    ,
    Xu Tan
    ,
    Eric Liu
    ,
    Yichong Leng
    ,
    Lei He
    ,
    Tao Qin
    ,
    Sheng Zhao
    , Jiang Bian
  48. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
    ICML 2024 ·
    Zeqian Ju
    ,
    Yuancheng Wang
    ,
    Kai Shen
    ,
    Xu Tan
    ,
    Detai Xin
    ,
    Dongchao Yang
    ,
    Eric Liu
    ,
    Yichong Leng
    ,
    Kaitao Song
    ,
    Siliang Tang
    ,
    Zhizheng Wu
    ,
    Tao Qin
    ,
    Xiangyang Li
    ,
    Wei Ye
    ,
    Shikun Zhang
    , Jiang Bian,
    Lei He
    ,
    Jinyu Li
    ,
    Sheng Zhao
  49. Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
    ICML 2024 ·
    Yifan Xia
    ,
    Xianliang Yang
    ,
    Zichuan Liu
    ,
    Zhihao Liu
    ,
    Lei Song
    , Jiang Bian
  50. ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons
    NeurIPS 2024 ·
    Jiawen Zhang
    ,
    Xumeng Wen
    ,
    Zhenwei Zhang
    ,
    Shun Zheng
    ,
    Jia Li
    , Jiang Bian
  51. PromptTTS 2: Describing and Generating Voices with Text Prompt
    ICLR 2024 ·
    Yichong Leng
    ,
    Zhifang Guo
    ,
    Kai Shen
    ,
    Zeqian Ju
    ,
    Xu Tan
    ,
    Eric Liu
    ,
    Yufei Liu
    ,
    Dongchao Yang
    ,
    Leying Zhang
    ,
    Kaitao Song
    ,
    Lei He
    ,
    Xiangyang Li
    ,
    Sheng Zhao
    ,
    Tao Qin
    , Jiang Bian
  52. Protecting Your LLMs with Information Bottleneck
    NeurIPS 2024 ·
    Zichuan Liu
    ,
    Zefan Wang
    ,
    Linjie Xu
    ,
    Jinyu Wang
    ,
    Lei Song
    ,
    Tianchun Wang
    ,
    Chunlin Chen
    ,
    Wei Cheng
    , Jiang Bian
  53. Regeneration Learning: A Learning Paradigm for Data Generation
    AAAI 2024 ·
    Xu Tan
    ,
    Tao Qin
    , Jiang Bian,
    Tie-Yan Liu
    ,
    Yoshua Bengio
  54. UniAudio: Towards Universal Audio Generation with Large Language Models
    ICML 2024 ·
    Dongchao Yang
    ,
    Jinchuan Tian
    ,
    Xu Tan
    ,
    Rongjie Huang
    ,
    Songxiang Liu
    ,
    Haohan Guo
    ,
    Xuankai Chang
    ,
    Jiatong Shi
    ,
    Sheng Zhao
    , Jiang Bian,
    Zhou Zhao
    ,
    Xixin Wu
    ,
    Helen M. Meng
  55. Whittle Index with Multiple Actions and State Constraint for Inventory Management
    ICLR 2024 ·
    Chuheng Zhang
    ,
    Xiangsen Wang
    ,
    Wei Jiang
    ,
    Xianliang Yang
    ,
    Siwei Wang
    ,
    Lei Song
    , Jiang Bian