PPaperPicks

Ling Chen

University of Technology Sydney, Centre for Artificial Intelligence, Broadway, NSW, Australia

40 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6468-5729 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×11EMNLP ×6AAAI ×4WWW ×3NAACL ×2NeurIPS ×2ACM MM ×1BMVC ×1CIKM ×1EACL ×1ECAI ×1ECCV ×1ECML-PKDD ×1ICDM ×1ICLR ×1IJCAI ×1SDM ×1SIGKDD ×1

Frequent coauthors

Meng Fang
×21
Zijing Shi
×8
Biao Wu
×7
Mykola Pechenizkiy
×5
Zeyu Zhang
×5
Shunfeng Zheng
×4
Jun Wang
×4
Hongbin Na
×4
Chaoxi Niu
×4
Guansong Pang
×4
Wanqi Yang
×4
Yanda Li
×4

Papers

  1. Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces
    ACL 2026 ·
    Zijing Shi
    ,
    Meng Fang
    , Ling Chen
  2. DOSE: Data Selection for Multi-Modal LLMs via Off-the-Shelf Models
    ACL 2026 ·
    Biao Wu
    ,
    Yiwu Zhong
    ,
    Meng Fang
    , Ling Chen
  3. Infinity-Parser: Layout-Aware Reinforcement Learning with High-quality Document Parsing Dataset
    ACL 2026 ·
    Baode Wang
    ,
    Biao Wu
    ,
    Weizhen Li
    ,
    Meng Fang
    ,
    Zuming Huang
    ,
    Jun Huang
    ,
    Yanjie Liang
    ,
    Haozhe Wang
    , Ling Chen,
    Wei Chu
    ,
    Yuan Qi
  4. Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models
    AAAI 2026 ·
    Jiaxu Zhao
    ,
    Meng Fang
    ,
    Mingze Zhong
    ,
    Shunfeng Zheng
    , Ling Chen,
    Mykola Pechenizkiy
  5. MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training
    ACL 2026 ·
    Biao Wu
    ,
    Yutong Xie
    ,
    Zeyu Zhang
    ,
    Vu Minh Hieu Phan
    ,
    Qi Chen
    , Ling Chen,
    Qi Wu
  6. Trust in One Round: Confidence Estimation for Large Language Models via Structural Signals
    WWW 2026 ·
    Pengyue Yang
    ,
    Jiawen Wen
    ,
    Haolin Jin
    ,
    Linghan Huang
    ,
    Huaming Chen
    , Ling Chen
  7. VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery
    EACL 2026 ·
    Jinchao Ge
    ,
    Tengfei Cheng
    ,
    Biao Wu
    ,
    Zeyu Zhang
    ,
    Shiya Huang
    ,
    Judith Bishop
    ,
    Gillian Shepherd
    ,
    Meng Fang
    , Ling Chen,
    Yang Zhao
  8. Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach
    AAAI 2026 ·
    Biao Wu
    ,
    Meng Fang
    , Ling Chen,
    Ke Xu
    ,
    Tao Cheng
    ,
    Jun Wang
  9. You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
    ACL 2026 ·
    Hongbin Na
    ,
    Zimu Wang
    ,
    Zhaoming Chen
    ,
    Peilin Zhou
    ,
    Yining Hua
    ,
    Grace Ziqi Zhou
    ,
    Haiyang Zhang
    ,
    Tao Shen
    ,
    Wei Wang
    ,
    John B. Torous
    ,
    Shaoxiong Ji
    , Ling Chen
  10. A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
    ACL 2025 ·
    Hongbin Na
    ,
    Yining Hua
    ,
    Zimu Wang
    ,
    Tao Shen
    ,
    Beibei Yu
    ,
    Lilin Wang
    ,
    Wei Wang
    ,
    John B. Torous
    , Ling Chen
  11. AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection
    SIGKDD 2025 ·
    Hezhe Qiao
    ,
    Chaoxi Niu
    , Ling Chen,
    Guansong Pang
  12. Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving
    EMNLP 2025 ·
    Shunfeng Zheng
    ,
    Yudi Zhang
    ,
    Meng Fang
    ,
    Zihan Zhang
    ,
    Zhitan Wu
    ,
    Mykola Pechenizkiy
    , Ling Chen
  13. Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes
    NeurIPS 2025 ·
    Wei Wu
    ,
    Xuan Tan
    ,
    Yan Peng
    , Ling Chen,
    Fangfang Li
    ,
    Chuan Luo
  14. DAMA: A Dual Alignment Framework for Enhanced LLM-Powered Recommendations
    ICDM 2025 ·
    Qingwen Zeng
    ,
    Lining Chen
    ,
    Jushang Qiu
    ,
    Fangchen Liu
    ,
    Huaming Chen
    , Ling Chen
  15. Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies
    NAACL 2025 ·
    Zirui Song
    ,
    Guangxian Ouyang
    ,
    Meng Fang
    ,
    Hongbin Na
    ,
    Zijing Shi
    ,
    Zhenhao Chen
    ,
    Yujie Fu
    ,
    Zeyu Zhang
    ,
    Shiyu Jiang
    ,
    Miao Fang
    , Ling Chen,
    Xiuying Chen
  16. Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement
    EMNLP 2025 ·
    Haotan Guo
    ,
    Jianfei He
    ,
    Jiayuan Ma
    ,
    Hongbin Na
    ,
    Zimu Wang
    ,
    Haiyang Zhang
    ,
    Qi Chen
    ,
    Wei Wang
    ,
    Zijing Shi
    ,
    Tao Shen
    , Ling Chen
  17. MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents
    NAACL 2025 ·
    Wanqi Yang
    ,
    Yanda Li
    ,
    Meng Fang
    , Ling Chen
  18. Monte Carlo Planning with Large Language Model for Text-Based Game Agents
    ICLR 2025 ·
    Zijing Shi
    ,
    Meng Fang
    , Ling Chen
  19. PresentAgent: Multimodal Agent for Presentation Video Generation
    EMNLP 2025 ·
    Jingwei Shi
    ,
    Zeyu Zhang
    ,
    Biao Wu
    ,
    Yanjie Liang
    ,
    Meng Fang
    , Ling Chen,
    Yang Zhao
  20. Sketching Very Large-scale Dynamic Attributed Networks More Practically
    WWW 2025 ·
    Wei Wu
    ,
    Shiqi Li
    , Ling Chen,
    Fangfang Li
    ,
    Chuan Luo
  21. SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding
    ACL 2025 ·
    Shunfeng Zheng
    ,
    Meng Fang
    , Ling Chen
  22. Spiral of Silence in Large Language Model Agents
    EMNLP 2025 ·
    Mingze Zhong
    ,
    Meng Fang
    ,
    Zijing Shi
    ,
    Yuxuan Huang
    ,
    Shunfeng Zheng
    ,
    Yali Du
    , Ling Chen,
    Jun Wang
  23. Trustworthy Knowledge Discovery and Data Mining (TrustKDD)
    CIKM 2025 ·
    Le Wu
    ,
    Jindong Wang
    , Ling Chen,
    Xiangyu Zhao
    ,
    Kui Yu
    ,
    Yashar Deldjoo
    ,
    Defu Lian
  24. Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models
    ACL 2025 ·
    Wanqi Yang
    ,
    Yanda Li
    ,
    Meng Fang
    ,
    Yunchao Wei
    , Ling Chen
  25. Workshop on Sustainable AI for the Future Web
    WWW 2025 ·
    Chang Xu
    ,
    Yunke Wang
    ,
    Jianyuan Guo
    ,
    Daochang Liu
    ,
    Minjing Dong
    ,
    Yasmeen M. George
    ,
    Johan Barthelemy
    ,
    Yan Liu
    , Ling Chen
  26. Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts
    IJCAI 2025 ·
    Chaoxi Niu
    ,
    Hezhe Qiao
    ,
    Changlu Chen
    , Ling Chen,
    Guansong Pang
  27. Contrastive Learning with Counterfactual Explanations for Radiology Report Generation
    ECCV 2024 ·
    Mingjie Li
    ,
    Haokun Lin
    ,
    Liang Qiu
    ,
    Xiaodan Liang
    , Ling Chen,
    Abdulmotaleb Elsaddik
    ,
    Xiaojun Chang
  28. Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data
    ACL 2024 ·
    Yanda Li
    ,
    Chi Zhang
    ,
    Gang Yu
    ,
    Wanqi Yang
    ,
    Zhibin Wang
    ,
    Bin Fu
    ,
    Guosheng Lin
    ,
    Chunhua Shen
    , Ling Chen,
    Yunchao Wei
  29. Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
    EMNLP 2024 ·
    Wanqi Yang
    ,
    Yanda Li
    ,
    Meng Fang
    , Ling Chen
  30. Graph Continual Learning with Debiased Lossless Memory Replay
    ECAI 2024 ·
    Chaoxi Niu
    ,
    Guansong Pang
    , Ling Chen
  31. Human-Guided Moral Decision Making in Text-Based Games
    AAAI 2024 ·
    Zijing Shi
    ,
    Meng Fang
    , Ling Chen,
    Yali Du
    ,
    Jun Wang
  32. In-Context Learning for Zero-shot Medical Report Generation
    ACM MM 2024 ·
    Rui Liu
    ,
    Mingjie Li
    ,
    Shen Zhao
    , Ling Chen,
    Xiaojun Chang
    ,
    Lina Yao
  33. Large Language Models Are Neurosymbolic Reasoners
    AAAI 2024 ·
    Meng Fang
    ,
    Shilong Deng
    ,
    Yudi Zhang
    ,
    Zijing Shi
    , Ling Chen,
    Mykola Pechenizkiy
    ,
    Jun Wang
  34. MedINST: Meta Dataset of Biomedical Instructions
    EMNLP 2024 ·
    Wenhan Han
    ,
    Meng Fang
    ,
    Zihan Zhang
    ,
    Yu Yin
    ,
    Zirui Song
    , Ling Chen,
    Mykola Pechenizkiy
    ,
    Qingyu Chen
  35. More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation
    ACL 2024 ·
    Jiaxu Zhao
    ,
    Zijing Shi
    ,
    Yitong Li
    ,
    Yulong Pei
    , Ling Chen,
    Meng Fang
    ,
    Mykola Pechenizkiy
  36. Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion
    BMVC 2024 ·
    Zeyu Zhang
    ,
    Yiran Wang
    ,
    Biao Wu
    ,
    Shuo Chen
    ,
    Zhiyuan Zhang
    ,
    Shiya Huang
    ,
    Wenbo Zhang
    ,
    Meng Fang
    , Ling Chen,
    Yang Zhao
  37. Multivariate Traffic Demand Prediction via 2D Spectral Learning and Global Spatial Optimization
    ECML-PKDD 2024 ·
    Changlu Chen
    ,
    Yanbin Liu
    , Ling Chen,
    Chengqi Zhang
  38. Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach
    NeurIPS 2024 ·
    Chaoxi Niu
    ,
    Guansong Pang
    , Ling Chen,
    Bing Liu
  39. RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering
    ACL 2024 ·
    Zihan Zhang
    ,
    Meng Fang
    , Ling Chen
  40. Test-Time Training for Spatial-Temporal Forecasting
    SDM 2024 ·
    Changlu Chen
    ,
    Yanbin Liu
    , Ling Chen,
    Chengqi Zhang