PPaperPicks

Liang Lin

Sun Yat-sen University, Guangzhou, China

57 papers at tracked venues · 50 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2248-3755 ↗

Venues

ACL ×13CVPR ×10AAAI ×7ACM MM ×5ICCV ×5ICML ×4ECCV ×3EMNLP ×3NeurIPS ×3ICLR ×1SIGKDD ×1WACV ×1WWW ×1

Frequent coauthors

Guanbin Li
×12
Yongsen Zheng
×10
Pengxu Wei
×8
Ziliang Chen
×8
Zhongzhan Huang
×7
Shanshan Zhong
×7
Keze Wang
×6
Yang Liu
×6
Zhenhong Zhou
×5
Guangrun Wang
×5
Hefeng Wu
×5
Weixing Chen
×5

Papers

  1. Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models
    ACL 2026 · Liang Lin,
    Miao Yu
    ,
    Moayad Aloqaily
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Linsey Pang
    ,
    Prakhar Mehrotra
    ,
    Qingsong Wen
  2. HearSay Benchmark: Do Audio LLMs Leak What They Hear?
    ACL 2026 ·
    Jin Wang
    ,
    Kaiwen Luo
    , Liang Lin,
    Weiliu Wang
    ,
    Yitian Chen
    ,
    Moayad Aloqaily
    ,
    Xuehai Tang
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Li Sun
    ,
    Qingsong Wen
  3. Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers
    AAAI 2026 · Liang Lin,
    Miao Yu
    ,
    Kaiwen Luo
    ,
    Yibo Zhang
    ,
    Lilan Peng
    ,
    Dexian Wang
    ,
    Xuehai Tang
    ,
    Yuanhe Zhang
    ,
    Xikang Yang
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Yang Liu
  4. Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search
    AAAI 2026 ·
    Zijian Song
    ,
    Xiaoxin Lin
    ,
    Tao Pu
    ,
    Zhenlong Yuan
    ,
    Guangrun Wang
    , Liang Lin
  5. Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models
    ACL 2026 ·
    Guoming Ling
    ,
    Zhongzhan Huang
    ,
    Yupei Lin
    ,
    Junxin Li
    ,
    Shanshan Zhong
    ,
    Hefeng Wu
    , Liang Lin
  6. RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios
    ACL 2026 ·
    Yibo Zhang
    ,
    Kaiwen Luo
    , Liang Lin,
    Shilinlu Yan
    ,
    Jin Wang
    ,
    Yaoqi Guo
    ,
    Yitian Chen
    ,
    Yalan Qin
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Li Sun
  7. SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models
    ACL 2026 ·
    Yuanhe Zhang
    ,
    Jiayu Tian
    ,
    Yibo Zhang
    ,
    Shilinlu Yan
    , Liang Lin,
    Zhenhong Zhou
    ,
    Li Sun
    ,
    Sen Su
  8. Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval
    WACV 2026 ·
    Yuliang Huang
    ,
    Pengxu Wei
    ,
    Zhicheng Dong
    , Liang Lin
  9. Stable Language Guidance for Vision-Language-Action Models
    ACL 2026 ·
    Zhihao Zhan
    ,
    Yuhao Chen
    ,
    Jiaying Zhou
    ,
    Qinhan Lyu
    ,
    Hao Liu
    ,
    Keze Wang
    , Liang Lin,
    Guangrun Wang
  10. Visually-Guided Policy Optimization for Multimodal Reasoning
    ACL 2026 ·
    Zengbin Wang
    ,
    Feng Xiong
    , Liang Lin,
    Xuecai Hu
    ,
    Yong Wang
    ,
    Yanlin Wang
    ,
    Man Zhang
    ,
    Xiangxiang Chu
  11. 3DAffordSplat: Efficient Affordance Reasoning with 3D Gaussians
    ACM MM 2025 ·
    Zeming Wei
    ,
    Junyi Lin
    ,
    Yang Liu
    ,
    Weixing Chen
    ,
    Jingzhou Luo
    ,
    Guanbin Li
    , Liang Lin
  12. AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha Decay
    SIGKDD 2025 ·
    Ziyi Tang
    ,
    Zechuan Chen
    ,
    Jiarui Yang
    ,
    Jiayao Mai
    ,
    Yongsen Zheng
    ,
    Keze Wang
    ,
    Jinrui Chen
    , Liang Lin
  13. Are High-Quality AI-Generated Images More Difficult for Models to Detect?
    ICML 2025 ·
    Yao Xiao
    ,
    Binbin Yang
    ,
    Weiyan Chen
    ,
    Jiahao Chen
    ,
    Zijie Cao
    ,
    ZiYi Dong
    ,
    Xiangyang Ji
    , Liang Lin,
    Wei Ke
    ,
    Pengxu Wei
  14. Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering
    ICCV 2025 ·
    Kaixuan Jiang
    ,
    Yang Liu
    ,
    Weixing Chen
    ,
    Jingzhou Luo
    ,
    Ziliang Chen
    ,
    Ling Pan
    ,
    Guanbin Li
    , Liang Lin
  15. Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention Into Convolutions
    ICCV 2025 ·
    ZiYi Dong
    ,
    Chengxing Zhou
    ,
    Weijian Deng
    ,
    Pengxu Wei
    ,
    Xiangyang Ji
    , Liang Lin
  16. Chain of Methodologies: Scaling Test Time Computation without Training
    ACL 2025 ·
    Cong Liu
    ,
    Jie Wu
    ,
    Weigang Wu
    ,
    Xu Chen
    , Liang Lin,
    Wei-Shi Zheng
  17. Cool-Fusion: Fuse Large Language Models without Training
    ACL 2025 ·
    Cong Liu
    ,
    Xiaojun Quan
    ,
    Yan Pan
    ,
    Weigang Wu
    ,
    Xu Chen
    , Liang Lin
  18. Cross-modal Causal Relation Alignment for Video Question Grounding
    CVPR 2025 ·
    Weixing Chen
    ,
    Yang Liu
    ,
    Binglin Chen
    ,
    Jiandong Su
    ,
    Yongsen Zheng
    , Liang Lin
  19. DAGSM: Disentangled Avatar Generation with GS-enhanced Mesh
    CVPR 2025 ·
    Jingyu Zhuang
    ,
    Di Kang
    ,
    Linchao Bao
    , Liang Lin,
    Guanbin Li
  20. DART: Dual Adaptive Refinement Transfer for Open-Vocabulary Multi-Label Recognition
    ACM MM 2025 ·
    Haijing Liu
    ,
    Tao Pu
    ,
    Hefeng Wu
    ,
    Keze Wang
    , Liang Lin
  21. DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering
    CVPR 2025 ·
    Jingzhou Luo
    ,
    Yang Liu
    ,
    Weixing Chen
    ,
    Zhen Li
    ,
    Yaowei Wang
    ,
    Guanbin Li
    , Liang Lin
  22. Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
    NeurIPS 2025 ·
    Qing Zhao
    ,
    Weijian Deng
    ,
    Pengxu Wei
    ,
    ZiYi Dong
    ,
    Hannan Lu
    ,
    Xiangyang Ji
    , Liang Lin
  23. DreamFuse: Adaptive Image Fusion with Diffusion Transformer
    ICCV 2025 ·
    Junjia Huang
    ,
    Pengxiang Yan
    ,
    Jiyang Liu
    ,
    Jie Wu
    ,
    Zhao Wang
    ,
    Yitong Wang
    , Liang Lin,
    Guanbin Li
  24. Free-Moref: Instantly Multiplexing Context Perception Capabilities of Video-Mllms Within Single Inference
    ICCV 2025 ·
    Kuo Wang
    ,
    Quanlong Zheng
    ,
    Junlin Xie
    ,
    Yanhao Zhang
    ,
    Jinguo Luo
    ,
    Haonan Lu
    , Liang Lin,
    Fan Zhou
    ,
    Guanbin Li
  25. HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System
    ACL 2025 ·
    Yongsen Zheng
    ,
    Mingjie Qian
    ,
    Guohua Wang
    ,
    Yang Liu
    ,
    Ziliang Chen
    ,
    Mingzhi Mao
    , Liang Lin,
    Kwok-Yan Lam
  26. Language Models as Implicit Tree Search
    ICML 2025 ·
    Ziliang Chen
    ,
    Zhao-Rong Lai
    ,
    Yufeng Yang
    ,
    Liangda Fang
    ,
    Zhanfu Yang
    , Liang Lin
  27. MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models
    ACL 2025 ·
    Zhongzhan Huang
    ,
    Guoming Ling
    ,
    Shanshan Zhong
    ,
    Hefeng Wu
    , Liang Lin
  28. Monitoring Primitive Interactions During the Training of DNNs
    AAAI 2025 ·
    Jie Ren
    ,
    Xinhao Zheng
    ,
    Jiyu Liu
    ,
    Andrew Lizarraga
    ,
    Ying Nian Wu
    , Liang Lin,
    Quanshi Zhang
  29. Quadratic Coreset Selection: Certifying and Reconciling Sequence and Token Mining for Efficient Instruction Tuning
    NeurIPS 2025 ·
    Ziliang Chen
    ,
    Yongsen Zheng
    ,
    Zhao-Rong Lai
    ,
    Zhanfu Yang
    ,
    Cuixi Li
    ,
    Yang Liu
    , Liang Lin
  30. Reproducible Vision-Language Models Meet Concepts Out of Pre-Training
    CVPR 2025 ·
    Ziliang Chen
    ,
    Xin Huang
    ,
    Xiaoxuan Fan
    ,
    Keze Wang
    ,
    Yuyu Zhou
    ,
    Quanlong Guan
    , Liang Lin
  31. Robust Egocentric Referring Video Object Segmentation via Dual-Modal Causal Intervention
    NeurIPS 2025 ·
    Haijing Liu
    ,
    Zhiyuan Song
    ,
    Hefeng Wu
    ,
    Tao Pu
    ,
    Keze Wang
    , Liang Lin
  32. RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
    EMNLP 2025 ·
    Zhongzhan Huang
    ,
    Guoming Ling
    ,
    Yupei Lin
    ,
    Yandong Chen
    ,
    Shanshan Zhong
    ,
    Hefeng Wu
    , Liang Lin
  33. SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks
    AAAI 2025 ·
    Wentao Wan
    ,
    Zhuojie Yang
    ,
    Yongcan Chen
    ,
    Chenglin Luo
    ,
    Ruilin Wang
    ,
    Kehao Cai
    ,
    Nan Kang
    , Liang Lin,
    Keze Wang
  34. Sim-DETR: Unlock DETR for Temporal Sentence Grounding
    ICCV 2025 ·
    Jiajin Tang
    ,
    Zhengxuan Wei
    ,
    Yuchen Zhu
    ,
    Cheng Shi
    ,
    Guanbin Li
    , Liang Lin,
    Sibei Yang
  35. Thinking Before You Speak: A Proactive Test-time Scaling Approach
    EMNLP 2025 ·
    Cong Liu
    ,
    Wenchang Chai
    ,
    Hejun Wu
    ,
    Yan Pan
    ,
    Pengxu Wei
    , Liang Lin
  36. Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method
    CVPR 2025 ·
    Xinshuai Song
    ,
    Weixing Chen
    ,
    Yang Liu
    ,
    Weikai Chen
    ,
    Guanbin Li
    , Liang Lin
  37. Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
    ICLR 2025 ·
    Yiming Liu
    ,
    Kezhao Liu
    ,
    Yao Xiao
    ,
    Ziyi Dong
    ,
    Xiaogang Xu
    ,
    Pengxu Wei
    , Liang Lin
  38. VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction
    CVPR 2025 ·
    Zijian He
    ,
    Yuwei Ning
    ,
    Yipeng Qin
    ,
    Guangrun Wang
    ,
    Sibei Yang
    , Liang Lin,
    Guanbin Li
  39. Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System
    ACL 2025 ·
    Yongsen Zheng
    ,
    Zongxuan Xie
    ,
    Guohua Wang
    ,
    Ziyao Liu
    , Liang Lin,
    Kwok-Yan Lam
  40. AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis
    CVPR 2024 ·
    Tang Tao
    ,
    Guangrun Wang
    ,
    Yixing Lao
    ,
    Peng Chen
    ,
    Jie Liu
    , Liang Lin,
    Kaicheng Yu
    ,
    Xiaodan Liang
  41. AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios
    ICML 2024 ·
    Zhongzhan Huang
    ,
    Mingfu Liang
    ,
    Shanshan Zhong
    , Liang Lin
  42. Decoder-Only LLMs are Better Controllers for Diffusion Models
    ACM MM 2024 ·
    Ziyi Dong
    ,
    Yao Xiao
    ,
    Pengxu Wei
    , Liang Lin
  43. Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach
    AAAI 2024 ·
    Ziliang Chen
    ,
    Yongsen Zheng
    ,
    Zhao-Rong Lai
    ,
    Quanlong Guan
    , Liang Lin
  44. Diversity Matters: User-Centric Multi-Interest Learning for Conversational Movie Recommendation
    ACM MM 2024 ·
    Yongsen Zheng
    ,
    Guohua Wang
    ,
    Yang Liu
    , Liang Lin
  45. EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE
    AAAI 2024 ·
    Junyi Chen
    ,
    Longteng Guo
    ,
    Jia Sun
    ,
    Shuai Shao
    ,
    Zehuan Yuan
    , Liang Lin,
    Dongyu Zhang
  46. FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System
    AAAI 2024 ·
    Yongsen Zheng
    ,
    Ziliang Chen
    ,
    Jinghui Qin
    , Liang Lin
  47. HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation
    ACL 2024 ·
    Yongsen Zheng
    ,
    Ruilin Xu
    ,
    Ziliang Chen
    ,
    Guohua Wang
    ,
    Mingjie Qian
    ,
    Jinghui Qin
    , Liang Lin
  48. Kepler codebook
    ICML 2024 ·
    Junrong Lian
    ,
    Ziyue Dong
    ,
    Pengxu Wei
    ,
    Wei Ke
    ,
    Chang Liu
    ,
    Qixiang Ye
    ,
    Xiangyang Ji
    , Liang Lin
  49. Learning Adaptive Spatial Coherent Correlations for Speech-Preserving Facial Expression Manipulation
    CVPR 2024 ·
    Tianshui Chen
    ,
    Jianman Lin
    ,
    Zhijing Yang
    ,
    Chunmei Qing
    , Liang Lin
  50. Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection
    CVPR 2024 ·
    Jiaming Li
    ,
    Jiacheng Zhang
    ,
    Jichang Li
    ,
    Ge Li
    ,
    Si Liu
    , Liang Lin,
    Guanbin Li
  51. Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation
    CVPR 2024 ·
    Shanshan Zhong
    ,
    Zhongzhan Huang
    ,
    Shanghua Gao
    ,
    Wushao Wen
    , Liang Lin,
    Marinka Zitnik
    ,
    Pan Zhou
  52. MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object Detection
    ECCV 2024 ·
    Kuo Wang
    ,
    Lechao Cheng
    ,
    Weikai Chen
    ,
    Pingping Zhang
    , Liang Lin,
    Fan Zhou
    ,
    Guanbin Li
  53. Mirror Gradient: Towards Robust Multimodal Recommender Systems via Exploring Flat Local Minima
    WWW 2024 ·
    Shanshan Zhong
    ,
    Zhongzhan Huang
    ,
    Daifeng Li
    ,
    Wushao Wen
    ,
    Jinghui Qin
    , Liang Lin
  54. Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation
    EMNLP 2024 ·
    Yongsen Zheng
    ,
    Ruilin Xu
    ,
    Guohua Wang
    , Liang Lin,
    Kwok-Yan Lam
  55. Self-Supervised Emotion Representation Disentanglement for Speech-Preserving Facial Expression Manipulation
    ACM MM 2024 ·
    Zhihua Xu
    ,
    Tianshui Chen
    ,
    Zhijing Yang
    ,
    Chunmei Qing
    ,
    Yukai Shi
    , Liang Lin
  56. Stripe Observation Guided Inference Cost-Free Attention Mechanism
    ECCV 2024 ·
    Zhongzhan Huang
    ,
    Shanshan Zhong
    ,
    Wushao Wen
    ,
    Jinghui Qin
    , Liang Lin
  57. WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models
    ECCV 2024 ·
    Zijian He
    ,
    Peixin Chen
    ,
    Guangrun Wang
    ,
    Guanbin Li
    ,
    Philip H. S. Torr
    , Liang Lin