PPaperPicks

Hao Peng

Beihang University, Beijing, China

64 papers at tracked venues · 39 at CORE A* · active 2024–2026

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Venues

AAAI ×14WWW ×9CIKM ×8IJCAI ×5SIGKDD ×5WSDM ×5NeurIPS ×4SDM ×4ICML ×3EMNLP ×2SIGIR ×2ACL ×1ICLR ×1UAI ×1

Frequent coauthors

Li Sun
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Kun Peng
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Xianghua Zeng
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Zhiwei Yang
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Yuecen Wei
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Yuwei Cao
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Xiaoyan Yu
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Mingdai Yang
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Guangjie Zeng
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Zhenyu Yang
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Dingli Su
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Dongcheng Zou
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Papers

  1. Activation-Guided Local Editing for Jailbreaking Attacks
    ACL 2026 ·
    Jiecong Wang
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  2. Effective and Unsupervised Social Event Detection and Evolution via RAG and Structural Entropy
    WWW 2026 ·
    Qitong Liu
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  3. Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger
    WWW 2026 ·
    Li Sun
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  4. Hyperbolic Continuous Structural Entropy for Hierarchical Clustering
    AAAI 2026 ·
    Guangjie Zeng
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  5. Label-Free Contrastive Learning for Open-World Multimodal Social Event Detection
    WSDM 2026 ·
    Zhiwei Yang
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  6. Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection
    AAAI 2026 ·
    Li Sun
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  7. Mitigating Privacy Risks in Graph Condensation from a Hyperbolic Geometry Perspective
    SIGKDD 2026 ·
    Yuecen Wei
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  8. MuVaC: A Variational Causal Framework for Multimodal Sarcasm Understanding in Dialogues
    WWW 2026 ·
    Diandian Guo
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  9. RPGen: Robust and Differentially Private Synthetic Image Generation
    AAAI 2026 ·
    Zihao Wang
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  10. Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning
    WWW 2026 ·
    Zhenyu Yang
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  11. Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection
    AAAI 2026 ·
    Zhiwei Yang
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  12. A Survey of Structural Entropy: Theory, Methods, and Applications
    IJCAI 2025 ·
    Dingli Su
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  13. Community Detection in Large-Scale Complex Networks via Structural Entropy Game
    WWW 2025 ·
    Yantuan Xian
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  14. Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization Partitioning
    CIKM 2025 ·
    Kun Peng
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  15. Emergence of Cooperation in Multi-Agent Reinforcement Learning via Coalition Labeling and Structural Entropy
    SDM 2025 ·
    Dingli Su
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  16. Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation
    EMNLP 2025 ·
    Kun Peng
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  17. Free Process Rewards without Process Labels
    ICML 2025 ·
    Lifan Yuan
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  18. Global Interpretable Graph-level Anomaly Detection via Prototype
    SIGKDD 2025 ·
    Zhenyu Yang
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  19. Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems
    WWW 2025 ·
    Yuwei Cao
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  20. Hierarchical Superpixel Segmentation via Structural Information Theory
    SDM 2025 ·
    Minhui Xie
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  21. Hyperbolic Prompt Learning for Incremental Event Detection with LLMs
    CIKM 2025 ·
    Xiujin Zhang
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  22. IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
    ICLR 2025 ·
    Jiawen Qin
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  23. IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork
    AAAI 2025 ·
    Hui Wang
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  24. Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics
    AAAI 2025 ·
    Li Sun
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  25. Prompt-based Unifying Inference Attack on Graph Neural Networks
    AAAI 2025 ·
    Yuecen Wei
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  26. RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry
    WWW 2025 ·
    Li Sun
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  27. Robustness Evaluation of Graph-based News Detection Using Network Structural Information
    SIGKDD 2025 ·
    Xianghua Zeng
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  28. STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation
    IJCAI 2025 ·
    Yiming Wang
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  29. SetKE: Knowledge Editing for Knowledge Elements Overlap
    IJCAI 2025 ·
    Yifan Wei
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  30. Structural Entropy Guided Probabilistic Coding
    AAAI 2025 ·
    Xiang Huang
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  31. Structural Information-based Hierarchical Diffusion for Offline Reinforcement Learning
    NeurIPS 2025 ·
    Xianghua Zeng
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  32. T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction
    IJCAI 2025 ·
    Kun Peng
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  33. Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space
    AAAI 2025 ·
    Xiaoyan Yu
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  34. Training Large Recommendation Models via Graph-Language Tokens Alignment
    WWW 2025 ·
    Mingdai Yang
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  35. Unsupervised Graph Clustering with Deep Structural Entropy
    SIGKDD 2025 ·
    Jingyun Zhang
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  36. A Mixed-Curvature Graph Diffusion Model
    CIKM 2024 ·
    Yujie Wang
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  37. A Structural Information Guided Hierarchical Reconstruction for Graph Anomaly Detection
    CIKM 2024 ·
    Dongcheng Zou
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  38. Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection
    CIKM 2024 ·
    Zhiwei Yang
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  39. Adversarial Socialbots Modeling Based on Structural Information Principles
    AAAI 2024 ·
    Xianghua Zeng
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  40. DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism
    CIKM 2024 ·
    Xiaoyan Yu
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  41. Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers
    IJCAI 2024 ·
    Buyun He
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  42. Effective Exploration Based on the Structural Information Principles
    NeurIPS 2024 ·
    Xianghua Zeng
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  43. GC-Bench: An Open and Unified Benchmark for Graph Condensation
    NeurIPS 2024 ·
    Qingyun Sun
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  44. Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
    AAAI 2024 ·
    Yuwei Cao
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  45. Hyperbolic Geometric Latent Diffusion Model for Graph Generation
    ICML 2024 ·
    Xingcheng Fu
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  46. Instruction-based Hypergraph Pretraining
    SIGIR 2024 ·
    Mingdai Yang
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  47. Knowledge Graph Context-Enhanced Diversified Recommendation
    WSDM 2024 ·
    Xiaolong Liu
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  48. LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
    ICML 2024 ·
    Li Sun
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  49. Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning
    AAAI 2024 ·
    Li Sun
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  50. Multi-Relational Structural Entropy
    UAI 2024 ·
    Yuwei Cao
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  51. MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization
    WSDM 2024 ·
    Dongcheng Zou
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  52. Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis
    CIKM 2024 ·
    Zhe Liu
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  53. Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
    EMNLP 2024 ·
    Xiaoyan Yu
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  54. Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
    AAAI 2024 ·
    Yuecen Wei
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  55. Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect Sentiment Triplet Extraction
    SDM 2024 ·
    Kun Peng
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  56. R-ODE: Ricci Curvature Tells When You Will be Informed
    SIGIR 2024 ·
    Li Sun
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  57. RDGCN: Reinforced Dependency Graph Convolutional Network for Aspect-based Sentiment Analysis
    WSDM 2024 ·
    Xusheng Zhao
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  58. ReGCL: Rethinking Message Passing in Graph Contrastive Learning
    AAAI 2024 ·
    Cheng Ji
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  59. RicciNet: Deep Clustering via A Riemannian Generative Model
    WWW 2024 ·
    Li Sun
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  60. SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection
    SIGKDD 2024 ·
    Yingguang Yang
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  61. Semi-Supervised Clustering via Structural Entropy with Different Constraints
    SDM 2024 ·
    Guangjie Zeng
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  62. Spiking Graph Neural Network on Riemannian Manifolds
    NeurIPS 2024 ·
    Li Sun
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  63. Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction
    CIKM 2024 ·
    Kun Peng
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  64. Unified Pretraining for Recommendation via Task Hypergraphs
    WSDM 2024 ·
    Mingdai Yang
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