PPaperPicks

Yue Liu

National University of Singapore, Singapore

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

DBLP profile ↗ORCID 0000-0002-9894-0062 ↗Homepage ↗

Venues

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

Frequent coauthors

Xinwang Liu
×14
Bryan Hooi
×9
Siwei Wang
×9
Ke Liang
×8
Jun Xia
×7
Wenxuan Tu
×7
Yufei He
×6
Stan Z. Li
×6
Sihang Zhou
×6
Jiaheng Zhang
×5
Yulin Chen
×5
Yingwei Ma
×4

Papers

  1. ExtendAttack: Attacking Servers of LRMs via Extending Reasoning
    AAAI 2026 ·
    Zhenhao Zhu
    , Yue Liu,
    Zhiwei Xu
    ,
    Yingwei Ma
    ,
    Hongcheng Gao
    ,
    Nuo Chen
    ,
    Yanpei Guo
    ,
    Wenjie Qu
    ,
    Huiying Xu
    ,
    Zifeng Kang
    ,
    Xinzhong Zhu
    ,
    Jiaheng Zhang
  2. RAC-DMVC: Reliability-Aware Contrastive Deep Multi-View Clustering Under Multi-Source Noise
    AAAI 2026 ·
    Shihao Dong
    , Yue Liu,
    Xiaotong Zhou
    ,
    Yuhui Zheng
    ,
    Huiying Xu
    ,
    Xinzhong Zhu
  3. Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
    ACL 2026 ·
    Yulin Chen
    ,
    Haoran Li
    ,
    Yuan Sui
    , Yue Liu,
    Yufei He
    ,
    Xiaoling Bai
    ,
    Chi Fei
    ,
    Li Yabo
    ,
    Haozhe Ma
    ,
    Yangqiu Song
    ,
    Bryan Hooi
  4. Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
    NeurIPS 2025 ·
    Mingzhe Du
    ,
    Anh Tuan Luu
    , Yue Liu,
    Yuhao Qing
    ,
    Dong Huang
    ,
    Xinyi He
    ,
    Qian Liu
    ,
    Zejun Ma
    ,
    See-Kiong Ng
  5. Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution
    AAAI 2025 ·
    Songran Bai
    ,
    Yuheng Ji
    , Yue Liu,
    Xingwei Zhang
    ,
    Xiaolong Zheng
    ,
    Daniel Dajun Zeng
  6. Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
    ICML 2025 ·
    Xihong Yang
    ,
    Siwei Wang
    ,
    Fangdi Wang
    ,
    Jiaqi Jin
    ,
    Suyuan Liu
    , Yue Liu,
    En Zhu
    ,
    Xinwang Liu
    ,
    Yueming Jin
  7. BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)
    ICDE 2025 ·
    Liang Li
    ,
    Yuangang Pan
    ,
    Jie Liu
    , Yue Liu,
    Xinwang Liu
    ,
    Kenli Li
    ,
    Ivor W. Tsang
    ,
    Keqin Li
  8. Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo
    ICLR 2025 ·
    Jun Xia
    ,
    Sizhe Liu
    ,
    Jingbo Zhou
    ,
    Shaorong Chen
    ,
    Hongxin Xiang
    ,
    Zicheng Liu
    , Yue Liu,
    Stan Z. Li
  9. Can Indirect Prompt Injection Attacks Be Detected and Removed?
    ACL 2025 ·
    Yulin Chen
    ,
    Haoran Li
    ,
    Yuan Sui
    ,
    Yufei He
    , Yue Liu,
    Yangqiu Song
    ,
    Bryan Hooi
  10. DGCBench: A Deep Graph Clustering Benchmark
    NeurIPS 2025 ·
    Benyu Wu
    , Yue Liu,
    Qiaoyu Tan
    ,
    Xinwang Liu
    ,
    Wei Du
    ,
    Jun Wang
    ,
    Guoxian Yu
  11. Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
    ACM MM 2025 ·
    Yaowen Hu
    ,
    Wenxuan Tu
    , Yue Liu,
    Miaomiao Li
    ,
    Wenpeng Lu
    ,
    Zhigang Luo
    ,
    Xinwang Liu
    ,
    Ping Chen
  12. Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation
    ICCV 2025 ·
    Shengfang Zhai
    ,
    Jiajun Li
    , Yue Liu,
    Huanran Chen
    ,
    Zhihua Tian
    ,
    Wenjie Qu
    ,
    Qingni Shen
    ,
    Ruoxi Jia
    ,
    Yinpeng Dong
    ,
    Jiaheng Zhang
  13. Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
    EMNLP 2025 ·
    Yufei He
    ,
    Ruoyu Li
    ,
    Alex Chen
    , Yue Liu,
    Yulin Chen
    ,
    Yuan Sui
    ,
    Cheng Chen
    ,
    Yi Zhu
    ,
    Luca Luo
    ,
    Frank Yang
    ,
    Bryan Hooi
  14. FlipAttack: Jailbreak LLMs via Flipping
    ICML 2025 · Yue Liu,
    Xiaoxin He
    ,
    Miao Xiong
    ,
    Jinlan Fu
    ,
    Shumin Deng
    ,
    Yingwei Ma
    ,
    Jiaheng Zhang
    ,
    Bryan Hooi
  15. From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
    ICML 2025 ·
    Shengju Yu
    ,
    Zhibin Dong
    ,
    Siwei Wang
    ,
    Suyuan Liu
    ,
    Ke Liang
    ,
    Xinwang Liu
    , Yue Liu,
    Yi Zhang
  16. GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
    NeurIPS 2025 · Yue Liu,
    Shengfang Zhai
    ,
    Mingzhe Du
    ,
    Yulin Chen
    ,
    Tri Cao
    ,
    Hongcheng Gao
    ,
    Cheng Wang
    ,
    Xinfeng Li
    ,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Jiaheng Zhang
    ,
    Bryan Hooi
  17. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
    NeurIPS 2025 ·
    Hui Chen
    ,
    Miao Xiong
    ,
    Yujie Lu
    ,
    Wei Han
    ,
    Ailin Deng
    ,
    Yufei He
    ,
    Jiaying Wu
    ,
    Yibo Li
    , Yue Liu,
    Bryan Hooi
  18. Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation
    SIGKDD 2025 ·
    Yi Wen
    , Yue Liu,
    Derong Xu
    ,
    Huishi Luo
    ,
    Pengyue Jia
    ,
    Yiqing Wu
    ,
    Siwei Wang
    ,
    Ke Liang
    ,
    Maolin Wang
    ,
    Yiqi Wang
    ,
    Fuzhen Zhuang
    ,
    Xiangyu Zhao
  19. Safety in Large Reasoning Models: A Survey
    EMNLP 2025 ·
    Cheng Wang
    , Yue Liu,
    Baolong Bi
    ,
    Duzhen Zhang
    ,
    Zhong-Zhi Li
    ,
    Yingwei Ma
    ,
    Yufei He
    ,
    Shengju Yu
    ,
    Xinfeng Li
    ,
    Junfeng Fang
    ,
    Jiaheng Zhang
    ,
    Bryan Hooi
  20. Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
    ICML 2025 ·
    Yaowen Hu
    ,
    Wenxuan Tu
    , Yue Liu,
    Xinhang Wan
    ,
    Junyi Yan
    ,
    Taichun Zhou
    ,
    Xinwang Liu
  21. TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
    EMNLP 2025 ·
    Yulin Chen
    ,
    Haoran Li
    ,
    Yuexin Li
    , Yue Liu,
    Yangqiu Song
    ,
    Bryan Hooi
  22. UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs
    WWW 2025 ·
    Yufei He
    ,
    Yuan Sui
    ,
    Xiaoxin He
    , Yue Liu,
    Yifei Sun
    ,
    Bryan Hooi
  23. Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
    NeurIPS 2024 ·
    Ke Liang
    , Yue Liu,
    Hao Li
    ,
    Lingyuan Meng
    ,
    Suyuan Liu
    ,
    Siwei Wang
    ,
    Sihang Zhou
    ,
    Xinwang Liu
  24. Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer
    AAAI 2024 ·
    Cheng Tan
    ,
    Zhangyang Gao
    ,
    Lirong Wu
    ,
    Jun Xia
    ,
    Jiangbin Zheng
    ,
    Xihong Yang
    , Yue Liu,
    Bozhen Hu
    ,
    Stan Z. Li
  25. Deep Temporal Graph Clustering
    ICLR 2024 ·
    Meng Liu
    , Yue Liu,
    Ke Liang
    ,
    Wenxuan Tu
    ,
    Siwei Wang
    ,
    Sihang Zhou
    ,
    Xinwang Liu
  26. DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning
    ICDE 2024 ·
    Jun Xia
    ,
    Shaorong Chen
    , Yue Liu,
    Zhangyang Gao
    ,
    Jiangbin Zheng
    ,
    Xihong Yang
    ,
    Stan Z. Li
  27. End-to-end Learnable Clustering for Intent Learning in Recommendation
    NeurIPS 2024 · Yue Liu,
    Shihao Zhu
    ,
    Jun Xia
    ,
    Yingwei Ma
    ,
    Jian Ma
    ,
    Xinwang Liu
    ,
    Shengju Yu
    ,
    Kejun Zhang
    ,
    Wenliang Zhong
  28. FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
    NeurIPS 2024 ·
    Sizhe Liu
    ,
    Jun Xia
    ,
    Lecheng Zhang
    ,
    Yuchen Liu
    , Yue Liu,
    Wenjie Du
    ,
    Zhangyang Gao
    ,
    Bozhen Hu
    ,
    Cheng Tan
    ,
    Hongxin Xiang
    ,
    Stan Z. Li
  29. GraphLearner: Graph Node Clustering with Fully Learnable Augmentation
    ACM MM 2024 ·
    Xihong Yang
    ,
    Erxue Min
    ,
    Ke Liang
    , Yue Liu,
    Siwei Wang
    ,
    Sihang Zhou
    ,
    Huijun Wu
    ,
    Xinwang Liu
    ,
    En Zhu
  30. Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
    AAAI 2024 ·
    Ke Liang
    ,
    Sihang Zhou
    ,
    Meng Liu
    , Yue Liu,
    Wenxuan Tu
    ,
    Yi Zhang
    ,
    Liming Fang
    ,
    Zhe Liu
    ,
    Xinwang Liu
  31. Identify Then Recommend: Towards Unsupervised Group Recommendation
    NeurIPS 2024 · Yue Liu,
    Shihao Zhu
    ,
    Tianyuan Yang
    ,
    Jian Ma
    ,
    Wenliang Zhong
  32. Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
    NeurIPS 2024 ·
    Bozhen Hu
    ,
    Cheng Tan
    ,
    Jun Xia
    , Yue Liu,
    Lirong Wu
    ,
    Jiangbin Zheng
    ,
    Yongjie Xu
    ,
    Yufei Huang
    ,
    Stan Z. Li
  33. MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
    AAAI 2024 ·
    Ke Liang
    ,
    Lingyuan Meng
    ,
    Sihang Zhou
    ,
    Wenxuan Tu
    ,
    Siwei Wang
    , Yue Liu,
    Meng Liu
    ,
    Long Zhao
    ,
    Xiangjun Dong
    ,
    Xinwang Liu
  34. NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
    NeurIPS 2024 ·
    Jingbo Zhou
    ,
    Shaorong Chen
    ,
    Jun Xia
    ,
    Sizhe Liu
    ,
    Tianze Ling
    ,
    Wenjie Du
    , Yue Liu,
    Jianwei Yin
    ,
    Stan Z. Li
  35. Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning
    ACM MM 2024 ·
    Ke Liang
    ,
    Lingyuan Meng
    , Yue Liu,
    Meng Liu
    ,
    Wei Wei
    ,
    Suyuan Liu
    ,
    Wenxuan Tu
    ,
    Siwei Wang
    ,
    Sihang Zhou
    ,
    Xinwang Liu
  36. Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
    ICML 2024 ·
    Shengju Yu
    ,
    Zhibin Dong
    ,
    Siwei Wang
    ,
    Xinhang Wan
    , Yue Liu,
    Weixuan Liang
    ,
    Pei Zhang
    ,
    Wenxuan Tu
    ,
    Xinwang Liu