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Xiang Wang

University of Science and Technology of China, CCCD Key Lab of Ministry of Culture and Tourism, Hefei, China

77 papers at tracked venues · 68 at CORE A* · active 2024–2026

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Venues

NeurIPS ×13WWW ×10ACL ×8ICLR ×8ICML ×8SIGIR ×6AAAI ×5CVPR ×3EMNLP ×3ACM MM ×2ICCV ×2ICDE ×2CIKM ×1ECCV ×1IJCAI ×1NAACL ×1RecSys ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Junkang Wu
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Junfeng Fang
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Tianyu Zhang
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Jie Sun
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Kexin Huang
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Jiayi Liao
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Zhiyuan Liu
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Chengpeng Li
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An Zhang
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Chenlu Ding
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Yongduo Sui
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Wenyu Mao
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Papers

  1. Causal-HalBench: Uncovering LVLMs Object Hallucinations Through Causal Intervention
    AAAI 2026 ·
    Zhe Xu
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  2. Delayed Feedback Modeling with Influence Functions
    AAAI 2026 ·
    Chenlu Ding
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  3. Interpretable Reward Model via Sparse Autoencoder
    AAAI 2026 ·
    Shuyi Zhang
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  4. LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models
    WWW 2026 ·
    Tianyu Zhang
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  5. RMBRec: Robust Multi-Behavior Recommendation towards Target Behaviors
    WWW 2026 ·
    Miaomiao Cai
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  6. Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input
    AAAI 2026 ·
    Chenxu Li
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  7. SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs
    ACL 2026 ·
    Jie Sun
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  8. Task-Aligned Unlearning for Multimodal Large Language Models
    WWW 2026 ·
    Tianyu Zhang
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  9. 3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding
    NeurIPS 2025 ·
    Chang Wu
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  10. A Unified Invariant Learning Framework for Graph Classification
    SIGKDD 2025 ·
    Yongduo Sui
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  11. ACE: Concept Editing in Diffusion Models without Performance Degradation
    ACM MM 2025 ·
    Ruipeng Wang
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  12. Addressing Missing Data Issue for Diffusion-based Recommendation
    SIGIR 2025 ·
    Wenyu Mao
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  13. AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
    ICML 2025 ·
    Junkang Wu
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  14. AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
    ICLR 2025 ·
    Junfeng Fang
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  15. AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings
    SIGIR 2025 ·
    Guoqing Hu
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  16. AnyEdit: Edit Any Knowledge Encoded in Language Models
    ICML 2025 ·
    Houcheng Jiang
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  17. DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
    ICML 2025 ·
    Jinda Lu
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  18. DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
    ICLR 2025 ·
    Jinghan Li
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  19. Explainable and Efficient Editing for Large Language Models
    WWW 2025 ·
    Tianyu Zhang
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  20. Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
    NeurIPS 2025 ·
    Guoqing Hu
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  21. Generative Recommendation Models: Progress and Directions
    WWW 2025 ·
    Yupeng Hou
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  22. Geometric Alignment and Prior Modulation for View-Guided Point Cloud Completion on Unseen Categories
    ICCV 2025 ·
    Jingqiao Xiu
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  23. Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
    NAACL 2025 ·
    Hao Li
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  24. Intermediate Connectors and Geometric Priors for Language-Guided Affordance Segmentation on Unseen Object Categories
    ICCV 2025 ·
    Yicong Li
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  25. LANCE: Exploration and Reflection for LLM-based Textual Attacks on News Recommender Systems
    RecSys 2025 ·
    Yuyue Zhao
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  26. LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
    EMNLP 2025 ·
    Jie Sun
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  27. Language Representations Can be What Recommenders Need: Findings and Potentials
    ICLR 2025 ·
    Leheng Sheng
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  28. Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
    ICML 2025 ·
    Kexin Huang
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  29. Learning Bayesian Nash Equilibrium in Auction Games via Approximate Best Response
    ICML 2025 ·
    Kexin Huang
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  30. Multi-Grained Patch Training for Efficient LLM-based Recommendation
    SIGIR 2025 ·
    Jiayi Liao
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  31. Multi-agent Architecture Search via Agentic Supernet
    ICML 2025 ·
    Guibin Zhang
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  32. NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
    ICLR 2025 ·
    Zhiyuan Liu
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  33. Neuron-Level Sequential Editing for Large Language Models
    ACL 2025 ·
    Houcheng Jiang
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  34. On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders
    NeurIPS 2025 ·
    Wenyu Mao
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  35. On Reasoning Strength Planning in Large Reasoning Models
    NeurIPS 2025 ·
    Leheng Sheng
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  36. Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning
    ACL 2025 ·
    Zijian Shao
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  37. Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters
    CVPR 2025 ·
    Yuan Wang
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  38. RePO: Understanding Preference Learning Through ReLU-Based Optimization
    NeurIPS 2025 ·
    Junkang Wu
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  39. Reinforced Lifelong Editing for Language Models
    ICML 2025 ·
    Zherui Li
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  40. Robust Preference Optimization via Dynamic Target Margins
    ACL 2025 ·
    Jie Sun
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  41. Route Sparse Autoencoder to Interpret Large Language Models
    EMNLP 2025 ·
    Wei Shi
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  42. START: Self-taught Reasoner with Tools
    EMNLP 2025 ·
    Chengpeng Li
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  43. SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
    ICLR 2025 ·
    Sihang Li
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  44. Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
    NeurIPS 2025 ·
    Yaorui Shi
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  45. Teaching Language Models to Reason with Tools
    NeurIPS 2025 ·
    Chengpeng Li
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  46. Think before Recommendation: Autonomous Reasoning-enhanced Recommender
    NeurIPS 2025 ·
    Xiaoyu Kong
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  47. Towards Large Generative Recommendation: A Tokenization Perspective
    CIKM 2025 ·
    Yupeng Hou
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  48. Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
    ICLR 2025 ·
    Junkang Wu
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  49. Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
    NeurIPS 2025 ·
    Yanchen Luo
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  50. Unified Parameter-Efficient Unlearning for LLMs
    ICLR 2025 ·
    Chenlu Ding
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  51. Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games
    ICML 2024 ·
    Kexin Huang
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  52. BSL: Understanding and Improving Softmax Loss for Recommendation
    ICDE 2024 ·
    Junkang Wu
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  53. CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling
    ACM MM 2024 ·
    Yunshan Ma
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  54. Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
    NeurIPS 2024 ·
    Xiaoyu Kong
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  55. Disentangling Masked Autoencoders for Unsupervised Domain Generalization
    ECCV 2024 ·
    An Zhang
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  56. Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers
    IJCAI 2024 ·
    Buyun He
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  57. EXGC: Bridging Efficiency and Explainability in Graph Condensation
    WWW 2024 ·
    Junfeng Fang
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  58. Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model
    CVPR 2024 ·
    Zhicai Wang
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  59. General Debiasing for Graph-based Collaborative Filtering via Adversarial Graph Dropout
    WWW 2024 ·
    An Zhang
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  60. Graph Anomaly Detection with Bi-level Optimization
    WWW 2024 ·
    Yuan Gao
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  61. Invariant Graph Learning for Causal Effect Estimation
    WWW 2024 ·
    Yongduo Sui
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  62. LASO: Language-Guided Affordance Segmentation on 3D Object
    CVPR 2024 ·
    Yicong Li
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  63. LLaRA: Large Language-Recommendation Assistant
    SIGIR 2024 ·
    Jiayi Liao
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  64. Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning
    SIGIR 2024 ·
    Yuyue Zhao
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  65. Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction
    WSDM 2024 ·
    Yunshan Ma
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  66. Masked Graph Modeling with Multi- View Contrast
    ICDE 2024 ·
    Yanchen Luo
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  67. MolTC: Towards Molecular Relational Modeling In Language Models
    ACL 2024 ·
    Junfeng Fang
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  68. MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
    ACL 2024 ·
    Chengpeng Li
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  69. On Generative Agents in Recommendation
    SIGIR 2024 ·
    An Zhang
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  70. On Softmax Direct Preference Optimization for Recommendation
    NeurIPS 2024 ·
    Yuxin Chen
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  71. ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
    ACL 2024 ·
    Zhiyuan Liu
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  72. ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
    ACL 2024 ·
    Zhiyuan Liu
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  73. Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System
    WWW 2024 ·
    Chen Gao
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  74. Text-to-Image Generation for Abstract Concepts
    AAAI 2024 ·
    Jiayi Liao
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  75. Towards 3D Molecule-Text Interpretation in Language Models
    ICLR 2024 ·
    Sihang Li
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  76. Towards Neuron Attributions in Multi-Modal Large Language Models
    NeurIPS 2024 ·
    Junfeng Fang
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  77. β-DPO: Direct Preference Optimization with Dynamic β
    NeurIPS 2024 ·
    Junkang Wu
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