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Yue Liu

National University of Singapore, Singapore

36 papers at tracked venues · 33 at CORE A* · active 2024–2026

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Venues

NeurIPS ×10AAAI ×6ICML ×5ACM MM ×3EMNLP ×3ACL ×2ICDE ×2ICLR ×2ICCV ×1SIGKDD ×1WWW ×1

Frequent coauthors

Ke Liang
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Yulin Chen
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Xihong Yang
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Jun Xia
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Yaowen Hu
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Yufei He
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Shengju Yu
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Zhenhao Zhu
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Shihao Dong
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Mingzhe Du
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Songran Bai
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Liang Li
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Papers

  1. ExtendAttack: Attacking Servers of LRMs via Extending Reasoning
    AAAI 2026 ·
    Zhenhao Zhu
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  2. RAC-DMVC: Reliability-Aware Contrastive Deep Multi-View Clustering Under Multi-Source Noise
    AAAI 2026 ·
    Shihao Dong
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  3. Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
    ACL 2026 ·
    Yulin Chen
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  4. Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
    NeurIPS 2025 ·
    Mingzhe Du
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  5. Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution
    AAAI 2025 ·
    Songran Bai
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  6. Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
    ICML 2025 ·
    Xihong Yang
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  7. BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)
    ICDE 2025 ·
    Liang Li
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  8. Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo
    ICLR 2025 ·
    Jun Xia
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  9. Can Indirect Prompt Injection Attacks Be Detected and Removed?
    ACL 2025 ·
    Yulin Chen
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  10. DGCBench: A Deep Graph Clustering Benchmark
    NeurIPS 2025 ·
    Benyu Wu
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  11. Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
    ACM MM 2025 ·
    Yaowen Hu
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  12. Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation
    ICCV 2025 ·
    Shengfang Zhai
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  13. Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
    EMNLP 2025 ·
    Yufei He
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  14. FlipAttack: Jailbreak LLMs via Flipping
    ICML 2025 · Yue Liu
  15. From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
    ICML 2025 ·
    Shengju Yu
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  16. GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
    NeurIPS 2025 · Yue Liu
  17. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
    NeurIPS 2025 ·
    Hui Chen
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  18. Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation
    SIGKDD 2025 ·
    Yi Wen
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  19. Safety in Large Reasoning Models: A Survey
    EMNLP 2025 ·
    Cheng Wang
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  20. Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
    ICML 2025 ·
    Yaowen Hu
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  21. TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
    EMNLP 2025 ·
    Yulin Chen
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  22. UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs
    WWW 2025 ·
    Yufei He
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  23. Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
    NeurIPS 2024 ·
    Ke Liang
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  24. Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer
    AAAI 2024 ·
    Cheng Tan
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  25. Deep Temporal Graph Clustering
    ICLR 2024 ·
    Meng Liu
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  26. DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning
    ICDE 2024 ·
    Jun Xia
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  27. End-to-end Learnable Clustering for Intent Learning in Recommendation
    NeurIPS 2024 · Yue Liu
  28. FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
    NeurIPS 2024 ·
    Sizhe Liu
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  29. GraphLearner: Graph Node Clustering with Fully Learnable Augmentation
    ACM MM 2024 ·
    Xihong Yang
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  30. Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
    AAAI 2024 ·
    Ke Liang
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  31. Identify Then Recommend: Towards Unsupervised Group Recommendation
    NeurIPS 2024 · Yue Liu
  32. Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
    NeurIPS 2024 ·
    Bozhen Hu
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  33. MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
    AAAI 2024 ·
    Ke Liang
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  34. NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
    NeurIPS 2024 ·
    Jingbo Zhou
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  35. Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning
    ACM MM 2024 ·
    Ke Liang
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  36. Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
    ICML 2024 ·
    Shengju Yu
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