PPaperPicks

Xin Wang

Tsinghua University, Department of Computer Science and Technology, China

44 papers at tracked venues · 42 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0351-2939 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×9ACM MM ×9ICML ×8SIGKDD ×4WWW ×4CVPR ×3NeurIPS ×2CIKM ×1ECCV ×1ICDE ×1ICLR ×1SIGIR ×1

Frequent coauthors

Wenwu Zhu
×43
Hong Chen
×18
Zeyang Zhang
×16
Haoyang Li
×9
Ziwei Zhang
×9
Yuwei Zhou
×8
Yipeng Zhang
×6
Yuan Meng
×5
Tongtong Feng
×5
Yijian Qin
×5
Hong Mei
×4
Yang Yao
×4

Papers

  1. Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning
    AAAI 2026 ·
    Yipeng Zhang
    , Xin Wang,
    Hong Chen
    ,
    Junwei Pan
    ,
    Qian Li
    ,
    Jun Zhang
    ,
    Jie Jiang
    ,
    Hong Mei
    ,
    Wenwu Zhu
  2. Disentangled Graph LLM for Molecule Graph Editing under Distribution Shifts
    WWW 2026 ·
    Yang Yao
    , Xin Wang,
    Yuan Meng
    ,
    Zeyang Zhang
    ,
    Hong Mei
    ,
    Wenwu Zhu
  3. Out-of-distribution Generalized Generative AI
    WWW 2026 · Xin Wang,
    Zirui Pan
    ,
    Yuwei Zhou
    ,
    Wenwu Zhu
  4. Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
    SIGIR 2026 ·
    Houlun Chen
    , Xin Wang,
    Guangyao Li
    ,
    Yuwei Zhou
    ,
    Yihan Chen
    ,
    Jia Jia
    ,
    Wenwu Zhu
  5. U2UData+: A Scalable Swarm UAVs Autonomous Flight Dataset for Embodied Long-horizon Tasks
    AAAI 2026 ·
    Tongtong Feng
    , Xin Wang,
    Feilin Han
    ,
    Leping Zhang
    ,
    Wenwu Zhu
  6. AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization
    ICML 2025 ·
    Haibo Chen
    , Xin Wang,
    Zeyang Zhang
    ,
    Haoyang Li
    ,
    Ling Feng
    ,
    Wenwu Zhu
  7. Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation
    AAAI 2025 ·
    Chendi Ge
    , Xin Wang,
    Ziwei Zhang
    ,
    Yijian Qin
    ,
    Hong Chen
    ,
    Haiyang Wu
    ,
    Yang Zhang
    ,
    Yuekui Yang
    ,
    Wenwu Zhu
  8. Causal-aware Graph Neural Architecture Search under Distribution Shifts
    SIGKDD 2025 ·
    Peiwen Li
    , Xin Wang,
    Zeyang Zhang
    ,
    Ziwei Zhang
    ,
    Fang Shen
    ,
    Jialong Wang
    ,
    Yang Li
    ,
    Wenwu Zhu
  9. Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts
    ICML 2025 ·
    Haoyang Li
    , Xin Wang,
    Xueling Zhu
    ,
    Weigao Wen
    ,
    Wenwu Zhu
  10. DyNAS-DDI: Dynamic Pairwise Architecture Search for Generalizable Drug-Drug Interaction LLM
    ACM MM 2025 ·
    Linxin Xiao
    , Xin Wang,
    Zeyang Zhang
    ,
    Yang Yao
    ,
    Wenwu Zhu
  11. Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
    ICML 2025 ·
    Chendi Ge
    , Xin Wang,
    Zeyang Zhang
    ,
    Hong Chen
    ,
    Jiapei Fan
    ,
    Longtao Huang
    ,
    Hui Xue
    ,
    Wenwu Zhu
  12. Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning
    ACM MM 2025 ·
    Baining Zhao
    ,
    Ziyou Wang
    ,
    Jianjie Fang
    ,
    Chen Gao
    ,
    Fanhang Man
    ,
    Jinqiang Cui
    , Xin Wang,
    Xinlei Chen
    ,
    Yong Li
    ,
    Wenwu Zhu
  13. Graph Machine Learning under Distribution Shifts: Adaptation, Generalization and Extension to LLM
    WWW 2025 · Xin Wang,
    Haoyang Li
    ,
    Zeyang Zhang
    ,
    Wenwu Zhu
  14. Identity-Text Video Corpus Grounding
    AAAI 2025 ·
    Bin Huang
    , Xin Wang,
    Hong Chen
    ,
    Houlun Chen
    ,
    Yaofei Wu
    ,
    Wenwu Zhu
  15. Improving Compositional Generalization in Cross-Embodiment Learning via Mixture of Disentangled Prototypes
    ACM MM 2025 ·
    Ren Wang
    , Xin Wang,
    Tongtong Feng
    ,
    Xinyue Gong
    ,
    Guangyao Li
    ,
    Yu-Wei Zhan
    ,
    Qing Li
    ,
    Wenwu Zhu
  16. JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration
    AAAI 2025 ·
    Mingzi Wang
    ,
    Yuan Meng
    ,
    Chen Tang
    ,
    Weixiang Zhang
    ,
    Yijian Qin
    ,
    Yang Yao
    ,
    Yingxin Li
    ,
    Tongtong Feng
    , Xin Wang,
    Xun Guan
    ,
    Zhi Wang
    ,
    Wenwu Zhu
  17. Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM
    AAAI 2025 ·
    Zirui Pan
    , Xin Wang,
    Yipeng Zhang
    ,
    Hong Chen
    ,
    Kwan Man Cheng
    ,
    Yaofei Wu
    ,
    Wenwu Zhu
  18. Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering
    ICML 2025 ·
    Zihan Song
    , Xin Wang,
    Zi Qian
    ,
    Hong Chen
    ,
    Longtao Huang
    ,
    Hui Xue
    ,
    Wenwu Zhu
  19. ModuleTeam: Open-Set Multi-Conditional Image Generation with Training-Free Latent Mixture of Any Control Module
    ACM MM 2025 ·
    Yuwei Zhou
    , Xin Wang,
    Hong Chen
    ,
    Yipeng Zhang
    ,
    Zeyang Zhang
    ,
    Wenwu Zhu
  20. Out-of-Distribution Generalized Graph Anomaly Detection with Homophily-aware Environment Mixup
    NeurIPS 2025 ·
    Sibo Tian
    , Xin Wang,
    Zeyang Zhang
    ,
    Haibo Chen
    ,
    Wenwu Zhu
  21. Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
    CVPR 2025 ·
    Lei Chen
    ,
    Yuan Meng
    ,
    Chen Tang
    ,
    Xinzhu Ma
    ,
    Jingyan Jiang
    , Xin Wang,
    Zhi Wang
    ,
    Wenwu Zhu
  22. Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum
    ICML 2025 ·
    Haoyang Li
    , Xin Wang,
    Zeyang Zhang
    ,
    Zongyuan Wu
    ,
    Linxin Xiao
    ,
    Wenwu Zhu
  23. Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards
    CVPR 2025 ·
    Zijing Hu
    ,
    Fengda Zhang
    ,
    Long Chen
    ,
    Kun Kuang
    ,
    Jiahui Li
    ,
    Kaifeng Gao
    ,
    Jun Xiao
    , Xin Wang,
    Wenwu Zhu
  24. CurBench: Curriculum Learning Benchmark
    ICML 2024 ·
    Yuwei Zhou
    ,
    Zirui Pan
    , Xin Wang,
    Hong Chen
    ,
    Haoyang Li
    ,
    Yanwen Huang
    ,
    Zhixiao Xiong
    ,
    Fangzhou Xiong
    ,
    Peiyang Xu
    ,
    Shengnan Liu
    ,
    Wenwu Zhu
  25. Curriculum Learning for Multimedia in the Era of Large Language Models
    ACM MM 2024 · Xin Wang,
    Yuwei Zhou
    ,
    Hong Chen
    ,
    Wenwu Zhu
  26. Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models
    WWW 2024 · Xin Wang,
    Yuwei Zhou
    ,
    Hong Chen
    ,
    Wenwu Zhu
  27. Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts
    AAAI 2024 ·
    Yang Yao
    , Xin Wang,
    Yijian Qin
    ,
    Ziwei Zhang
    ,
    Wenwu Zhu
    ,
    Hong Mei
  28. DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
    ICLR 2024 ·
    Hong Chen
    ,
    Yipeng Zhang
    ,
    Simin Wu
    , Xin Wang,
    Xuguang Duan
    ,
    Yuwei Zhou
    ,
    Wenwu Zhu
  29. DisenStudio: Customized Multi-Subject Text-to-Video Generation with Disentangled Spatial Control
    ACM MM 2024 ·
    Hong Chen
    , Xin Wang,
    Yipeng Zhang
    ,
    Yuwei Zhou
    ,
    Zeyang Zhang
    ,
    Siao Tang
    ,
    Wenwu Zhu
  30. Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet
    ICML 2024 ·
    Zeyang Zhang
    , Xin Wang,
    Yijian Qin
    ,
    Hong Chen
    ,
    Ziwei Zhang
    ,
    Xu Chu
    ,
    Wenwu Zhu
  31. Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization
    ICML 2024 ·
    Haoyang Li
    , Xin Wang,
    Zeyang Zhang
    ,
    Haibo Chen
    ,
    Ziwei Zhang
    ,
    Wenwu Zhu
  32. LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?
    SIGKDD 2024 ·
    Zeyang Zhang
    , Xin Wang,
    Ziwei Zhang
    ,
    Haoyang Li
    ,
    Yijian Qin
    ,
    Wenwu Zhu
  33. Large Language Model with Curriculum Reasoning for Visual Concept Recognition
    SIGKDD 2024 ·
    Yipeng Zhang
    , Xin Wang,
    Hong Chen
    ,
    Jiapei Fan
    ,
    Weigao Wen
    ,
    Hui Xue
    ,
    Hong Mei
    ,
    Wenwu Zhu
  34. Multimodal Graph Neural Architecture Search under Distribution Shifts
    AAAI 2024 ·
    Jie Cai
    , Xin Wang,
    Haoyang Li
    ,
    Ziwei Zhang
    ,
    Wenwu Zhu
  35. Neighbor Does Matter: Curriculum Global Positive-Negative Sampling for Vision-Language Pre-training
    ACM MM 2024 ·
    Bin Huang
    ,
    Feng He
    ,
    Qi Wang
    ,
    Hong Chen
    ,
    Guohao Li
    ,
    Zhifan Feng
    , Xin Wang,
    Wenwu Zhu
  36. OOD-GNN: Out-of-Distribution Generalized Graph Neural Network: (Extended Abstract)
    ICDE 2024 ·
    Haoyang Li
    , Xin Wang,
    Ziwei Zhang
    ,
    Wenwu Zhu
  37. Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models
    ECCV 2024 ·
    Siao Tang
    , Xin Wang,
    Hong Chen
    ,
    Chaoyu Guan
    ,
    Zewen Wu
    ,
    Yansong Tang
    ,
    Wenwu Zhu
  38. RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model
    CIKM 2024 ·
    Peiwen Li
    , Xin Wang,
    Zeyang Zhang
    ,
    Yuan Meng
    ,
    Fang Shen
    ,
    Yue Li
    ,
    Jialong Wang
    ,
    Yang Li
    ,
    Wenwu Zhu
  39. Rethinking Propagation for Unsupervised Graph Domain Adaptation
    AAAI 2024 ·
    Meihan Liu
    ,
    Zeyu Fang
    ,
    Zhen Zhang
    ,
    Ming Gu
    ,
    Sheng Zhou
    , Xin Wang,
    Jiajun Bu
  40. Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification
    SIGKDD 2024 ·
    Beini Xie
    ,
    Heng Chang
    ,
    Ziwei Zhang
    ,
    Zeyang Zhang
    ,
    Simin Wu
    , Xin Wang,
    Yuan Meng
    ,
    Wenwu Zhu
  41. U2UData: A Large-scale Cooperative Perception Dataset for Swarm UAVs Autonomous Flight
    ACM MM 2024 ·
    Tongtong Feng
    , Xin Wang,
    Feilin Han
    ,
    Leping Zhang
    ,
    Wenwu Zhu
  42. U2USim - A UAV Telepresence Simulation Platform with Multi-agent Sensing and Dynamic Environment
    ACM MM 2024 ·
    Feilin Han
    ,
    Leping Zhang
    , Xin Wang,
    Ke-Ao Zhao
    ,
    Ying Zhong
    ,
    Ziyi Su
    ,
    Tongtong Feng
    ,
    Wenwu Zhu
  43. VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding
    NeurIPS 2024 ·
    Houlun Chen
    , Xin Wang,
    Hong Chen
    ,
    Zeyang Zhang
    ,
    Wei Feng
    ,
    Bin Huang
    ,
    Jia Jia
    ,
    Wenwu Zhu
  44. VTimeLLM: Empower LLM to Grasp Video Moments
    CVPR 2024 ·
    Bin Huang
    , Xin Wang,
    Hong Chen
    ,
    Zihan Song
    ,
    Wenwu Zhu