PPaperPicks

Jiang Bian

Microsoft Research Asia, Beijing, China

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

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Venues

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

Frequent coauthors

Chuheng Zhang
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Yu-Hao Huang
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Hao Li
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Panqi Chen
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Yuchi Wang
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Qingyan Guo
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Yunseon Choi
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Jiawen Zhang
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Yuliang Liu
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Yu Yuan
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Weijian Ma
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Han Zhong
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Papers

  1. Controllable Financial Market Generation with Diffusion Guided Meta Agent
    AAAI 2026 ·
    Yu-Hao Huang
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  2. AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
    ICML 2025 ·
    Yuliang Liu
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  3. BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
    ICML 2025 ·
    Hao Li
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  4. CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
    ICML 2025 ·
    Yu Yuan
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  5. CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan-Generate-Verify Loop
    NeurIPS 2025 ·
    Weijian Ma
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  6. DPO Meets PPO: Reinforced Token Optimization for RLHF
    ICML 2025 ·
    Han Zhong
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  7. Dyn-O: Building Structured World Models with Object-Centric Representations
    NeurIPS 2025 ·
    Zizhao Wang
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  8. Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning
    ICLR 2025 ·
    Ruohong Liu
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  9. FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
    ICLR 2025 ·
    Zhanwei Zhang
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  10. From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
    ICML 2025 ·
    Jinyu Wang
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  11. From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
    CVPR 2025 ·
    Jiawei Lin
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  12. Functional Complexity-adaptive Temporal Tensor Decomposition
    NeurIPS 2025 ·
    Panqi Chen
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  13. GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework
    IJCAI 2025 ·
    Ang Lv
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  14. Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations
    NeurIPS 2025 ·
    Panqi Chen
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  15. Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models
    NAACL 2025 ·
    Zijian Li
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  16. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
    SIGKDD 2025 ·
    Wei Fan
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  17. InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
    AAAI 2025 ·
    Yuchi Wang
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  18. InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models
    SIGKDD 2025 ·
    Min Hou
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  19. MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
    ICLR 2025 ·
    Lu Li
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  20. MIRA: Medical Time Series Foundation Model for Real-World Health Data
    NeurIPS 2025 ·
    Hao Li
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  21. MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
    ICLR 2025 ·
    Junjie Li
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  22. NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
    NeurIPS 2025 ·
    Haolong Qian
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  23. OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval
    ACL 2025 ·
    Wei Yang
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  24. Policy Filtration for RLHF to Mitigate Noise in Reward Models
    ICML 2025 ·
    Chuheng Zhang
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  25. R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
    NeurIPS 2025 ·
    Yuante Li
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  26. TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation
    SIGKDD 2025 ·
    Bowen Deng
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  27. Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
    ICML 2025 ·
    Ruiyu Wang
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  28. TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
    AAAI 2025 ·
    Yu-Hao Huang
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  29. UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing
    ACM MM 2025 ·
    Jianhong Bai
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  30. Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning
    ICML 2025 ·
    Wenhao Zhao
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  31. VidTwin: Video VAE with Decoupled Structure and Dynamics
    CVPR 2025 ·
    Yuchi Wang
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  32. Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
    ICLR 2025 ·
    Wentao Zhang
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  33. What Do Latent Action Models Actually Learn?
    NeurIPS 2025 ·
    Chuheng Zhang
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  34. BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
    NeurIPS 2024 ·
    Jianming Pan
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  35. BatteryML: An Open-source Platform for Machine Learning on Battery Degradation
    ICLR 2024 ·
    Han Zhang
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  36. Compositional 3D-aware Video Generation with LLM Director
    NeurIPS 2024 ·
    Hanxin Zhu
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  37. Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
    ICLR 2024 ·
    Qingyan Guo
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  38. Diversification of Adaptive Policy for Effective Offline Reinforcement Learning
    IJCAI 2024 ·
    Yunseon Choi
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  39. ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer
    NeurIPS 2024 ·
    Jiawen Zhang
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  40. Empowering Diffusion Models on the Embedding Space for Text Generation
    NAACL 2024 ·
    Zhujin Gao
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  41. End-to-End Rate-Distortion Optimized 3D Gaussian Representation
    ECCV 2024 ·
    Henan Wang
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  42. From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models
    SIGKDD 2024 ·
    Xumeng Wen
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  43. GAIA: Zero-shot Talking Avatar Generation
    ICLR 2024 ·
    Tianyu He
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  44. Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL
    ACL 2024 ·
    Yunseon Choi
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  45. MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
    ICLR 2024 ·
    Xinyao Fan
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  46. Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training
    ACL 2024 ·
    Qingyan Guo
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  47. NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers
    ICLR 2024 ·
    Kai Shen
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  48. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
    ICML 2024 ·
    Zeqian Ju
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  49. Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
    ICML 2024 ·
    Yifan Xia
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  50. ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons
    NeurIPS 2024 ·
    Jiawen Zhang
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  51. PromptTTS 2: Describing and Generating Voices with Text Prompt
    ICLR 2024 ·
    Yichong Leng
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  52. Protecting Your LLMs with Information Bottleneck
    NeurIPS 2024 ·
    Zichuan Liu
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  53. Regeneration Learning: A Learning Paradigm for Data Generation
    AAAI 2024 ·
    Xu Tan
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  54. UniAudio: Towards Universal Audio Generation with Large Language Models
    ICML 2024 ·
    Dongchao Yang
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  55. Whittle Index with Multiple Actions and State Constraint for Inventory Management
    ICLR 2024 ·
    Chuheng Zhang
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