PPaperPicks

Yang Liu

Nanyang Technological University, School of Computer Engineering, Singapore

49 papers at tracked venues · 41 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7300-9215 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×9ICLR ×8AAAI ×7EMNLP ×5NeurIPS ×5WWW ×3CVPR ×2ICCV ×2ICDE ×2ICML ×2ICWSM ×1IJCAI ×1IROS ×1SIGKDD ×1

Frequent coauthors

Yihao Huang
DBLP profile ↗ORCID search ↗
×3
Zhiming Li
DBLP profile ↗ORCID search ↗
×3
Zhiyuan Chang
DBLP profile ↗ORCID search ↗
×3
Ming Hu
DBLP profile ↗ORCID search ↗
×3
Yaoqi Guo
DBLP profile ↗ORCID search ↗
×2
Yun Xing
DBLP profile ↗ORCID search ↗
×2
Xiaojun Jia
DBLP profile ↗ORCID search ↗
×2
Xiaoyu Zhang
DBLP profile ↗ORCID search ↗
×2
Yue Cao
DBLP profile ↗ORCID search ↗
×2
Yuxuan Wang
DBLP profile ↗ORCID search ↗
×2
Chenyu Liu
DBLP profile ↗ORCID search ↗
×2
Wenbo Guo
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages
    WWW 2026 ·
    Wenbo Guo
    DBLP profile ↗ORCID search ↗
  2. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
    ACL 2026 ·
    Zhenhong Zhou
    DBLP profile ↗ORCID search ↗
  3. EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents
    ACL 2026 ·
    Yaoqi Guo
    DBLP profile ↗ORCID search ↗
  4. False Friends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models
    ACL 2026 ·
    Weipeng Jiang
    DBLP profile ↗ORCID search ↗
  5. Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers
    AAAI 2026 ·
    Liang Lin
    DBLP profile ↗ORCID search ↗
  6. MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
    AAAI 2026 ·
    Yun Xing
    DBLP profile ↗ORCID search ↗
  7. OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning
    ACL 2026 ·
    Sheng Chen
    DBLP profile ↗ORCID search ↗
  8. PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems
    AAAI 2026 ·
    Qi Guo
    DBLP profile ↗ORCID search ↗
  9. Resisting Manipulative Bots in Meme Coin Copy Trading: A Multi-Agent Approach with Chain-of-Thought Reasoning
    WWW 2026 ·
    Yichen Luo
    DBLP profile ↗ORCID search ↗
  10. The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training
    ACL 2026 ·
    Rui Zhang
    DBLP profile ↗ORCID search ↗
  11. Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
    NeurIPS 2025 ·
    Xiaojun Jia
    DBLP profile ↗ORCID search ↗
  12. CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
    NeurIPS 2025 ·
    Ziyi Yang
    DBLP profile ↗ORCID search ↗
  13. Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
    ICML 2025 ·
    Qi Zhou
    DBLP profile ↗ORCID search ↗
  14. DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
    NeurIPS 2025 ·
    Yun Xing
    DBLP profile ↗ORCID search ↗
  15. Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
    ACL 2025 ·
    Yihao Huang
    DBLP profile ↗ORCID search ↗
  16. INST-IT: Boosting Instance Understanding via Explicit Visual Prompt Instruction Tuning
    NeurIPS 2025 ·
    Wujian Peng
    DBLP profile ↗ORCID search ↗
  17. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    ICLR 2025 ·
    Xiaojun Jia
    DBLP profile ↗ORCID search ↗
  18. Know Your Account: Double Graph Inference-Based Account De-Anonymization on Ethereum
    ICDE 2025 ·
    Shuyi Miao
    DBLP profile ↗ORCID search ↗
  19. LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents
    ICCV 2025 ·
    Boyu Chen
    DBLP profile ↗ORCID search ↗
  20. Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning
    AAAI 2025 ·
    Zhiming Li
    DBLP profile ↗ORCID search ↗
  21. One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems
    EMNLP 2025 ·
    Zhiyuan Chang
    DBLP profile ↗ORCID search ↗
  22. PHAnToM: Persona-Based Prompting Has an Effect on Theory-of-Mind Reasoning in Large Language Models
    ICWSM 2025 ·
    Gerard Yeo
    DBLP profile ↗ORCID search ↗
  23. Perception-Guided Jailbreak Against Text-to-Image Models
    AAAI 2025 ·
    Yihao Huang
    DBLP profile ↗ORCID search ↗
  24. Personality-Guided Code Generation Using Large Language Models
    ACL 2025 ·
    Yaoqi Guo
    DBLP profile ↗ORCID search ↗
  25. STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
    ICLR 2025 ·
    Xiaoyu Zhang
    DBLP profile ↗ORCID search ↗
  26. Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
    ICLR 2025 ·
    Liliang Ren
    DBLP profile ↗ORCID search ↗
  27. SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
    CVPR 2025 ·
    Yue Cao
    DBLP profile ↗ORCID search ↗
  28. The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation
    ACL 2025 ·
    Xiaoyu Zhang
    DBLP profile ↗ORCID search ↗
  29. VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
    ICCV 2025 ·
    Yuxuan Wang
    DBLP profile ↗ORCID search ↗
  30. When Prompt Engineering Meets Software Engineering: CNL-P as Natural and Robust "APIs" for Human-AI Interaction
    ICLR 2025 ·
    Zhenchang Xing
    DBLP profile ↗ORCID search ↗
  31. BadEdit: Backdooring Large Language Models by Model Editing
    ICLR 2024 ·
    Yanzhou Li
    DBLP profile ↗ORCID search ↗
  32. Cosalpure: Learning Concept from Group Images for Robust Co-Saliency Detection
    CVPR 2024 ·
    Jiayi Zhu
    DBLP profile ↗ORCID search ↗
  33. Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
    EMNLP 2024 ·
    Yuxuan Wang
    DBLP profile ↗ORCID search ↗
  34. FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
    ICDE 2024 ·
    Ming Hu
    DBLP profile ↗ORCID search ↗
  35. FedMut: Generalized Federated Learning via Stochastic Mutation
    AAAI 2024 ·
    Ming Hu
    DBLP profile ↗ORCID search ↗
  36. IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
    ICLR 2024 ·
    Yue Cao
    DBLP profile ↗ORCID search ↗
  37. Improving Neural Logic Machines via Failure Reflection
    ICML 2024 ·
    Zhiming Li
    DBLP profile ↗ORCID search ↗
  38. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
    SIGKDD 2024 ·
    Ming Hu
    DBLP profile ↗ORCID search ↗
  39. Logic-guided Deep Reinforcement Learning for Stock Trading
    ICLR 2024 ·
    Zhiming Li
    DBLP profile ↗ORCID search ↗
  40. Medusa: Unveil Memory Exhaustion DoS Vulnerabilities in Protocol Implementations
    WWW 2024 ·
    Zhengjie Du
    DBLP profile ↗ORCID search ↗
  41. Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
    NeurIPS 2024 ·
    Shengfang Zhai
    DBLP profile ↗ORCID search ↗
  42. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 ·
    Yihao Huang
    DBLP profile ↗ORCID search ↗
  43. Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues
    ACL 2024 ·
    Zhiyuan Chang
    DBLP profile ↗ORCID search ↗
  44. Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement
    EMNLP 2024 ·
    Zhiyuan Chang
    DBLP profile ↗ORCID search ↗
  45. Safety-First Tracker: A Trajectory Planning Framework for Omnidirectional Robot Tracking
    IROS 2024 ·
    Yue Lin
    DBLP profile ↗ORCID search ↗
  46. Split and Merge: Aligning Position Biases in LLM-based Evaluators
    EMNLP 2024 ·
    Zongjie Li
    DBLP profile ↗ORCID search ↗
  47. VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
    ICLR 2024 ·
    Chenyu Liu
    DBLP profile ↗ORCID search ↗
  48. VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition
    IJCAI 2024 ·
    Chenyu Liu
    DBLP profile ↗ORCID search ↗
  49. Visual Prompting in LLMs for Enhancing Emotion Recognition
    EMNLP 2024 ·
    Qixuan Zhang
    DBLP profile ↗ORCID search ↗