PPaperPicks

Fenglong Ma

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

DBLP profile ↗ORCID 0000-0002-4999-0303 ↗Homepage ↗

Venues

ACL ×9AAAI ×8SIGKDD ×7NeurIPS ×5EMNLP ×3SIGIR ×3WWW ×3ICML ×2SDM ×2CHI ×1ECML-PKDD ×1ICDM ×1ICLR ×1IJCAI ×1MICCAI ×1USENIX Security ×1

Frequent coauthors

Jiaqi Wang
×17
Han Liu
×13
Ting Wang
×11
Xiaochen Wang
×10
Yuan Zhong
×9
Ziyi Yin
×8
Jinghui Chen
×8
Xiaotong Zhang
×8
Hong Yu
×8
Feng Zhang
×6
Wei Wang
×6
Cao Xiao
×6

Papers

  1. AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models
    ACL 2026 ·
    Jiacheng Liang
    ,
    Tanqiu Jiang
    ,
    Yuhui Wang
    ,
    Rongyi Zhu
    , Fenglong Ma,
    Ting Wang
  2. Can Factual Opinions Be Edited (Manipulated) in Large Language Models?
    ACL 2026 ·
    Yuanpu Cao
    ,
    Ziyi Yin
    , Fenglong Ma,
    Jinghui Chen
  3. Enhancing Medical Large Vision-Language Models via Alignment Distillation
    AAAI 2026 ·
    Aofei Chang
    ,
    Ting Wang
    , Fenglong Ma
  4. GPR: Empowering Generation with Graph-Pretrained Retriever
    WWW 2026 ·
    Xiaochen Wang
    ,
    Zongyu Wu
    ,
    Yuan Zhong
    ,
    Xiang Zhang
    ,
    Suhang Wang
    , Fenglong Ma
  5. GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models
    ACL 2026 ·
    Yuan Zhong
    ,
    Chuanwei Ruan
    ,
    Moein Hasani
    ,
    Tejaswi Tenneti
    ,
    Haixun Wang
    , Fenglong Ma
  6. Hierarchical Graph-Bag-Network for Self-Supervised Multi-Graph Learning
    WWW 2026 ·
    Meixia Wang
    ,
    Yuhai Zhao
    ,
    Zhengkui Wang
    , Fenglong Ma,
    Yejiang Wang
    ,
    Miaomiao Huang
    ,
    Fazal Wahab
    ,
    Wen Shan
    ,
    Xingwei Wang
  7. ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding
    ACL 2026 ·
    Ziyi Yin
    ,
    Yuanpu Cao
    ,
    Ting Wang
    ,
    Jinghui Chen
    , Fenglong Ma
  8. Multi-graph Fusion Cross-model Contrastive Learning for Recommendation
    AAAI 2026 ·
    Shengjun Ma
    ,
    Yuhai Zhao
    , Fenglong Ma,
    Baoyin Liu
    ,
    Zhengkui Wang
    ,
    Wen Shan
  9. Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought
    ACL 2026 ·
    Han Liu
    ,
    Shuotian Ma
    ,
    Hui Li
    ,
    Xiaotong Zhang
    , Fenglong Ma,
    Hong Yu
  10. SEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial Attack
    WWW 2026 ·
    Han Liu
    ,
    Zhi Xu
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Xiaoming Xu
    ,
    Wei Wang
    , Fenglong Ma,
    Hong Yu
  11. Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification
    AAAI 2026 ·
    Meixia Wang
    ,
    Yuhai Zhao
    ,
    Zhengkui Wang
    ,
    Yejiang Wang
    ,
    Miaomiao Huang
    , Fenglong Ma,
    Fazal Wahab
    ,
    Wen Shan
    ,
    Xingwei Wang
  12. AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection
    ACL 2025 ·
    Han Liu
    ,
    Changya Li
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    , Fenglong Ma,
    Wei Wang
    ,
    Hong Yu
  13. Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis
    SIGKDD 2025 ·
    Jiaqi Wang
    ,
    Ziyi Yin
    ,
    Quanzeng You
    ,
    Lingjuan Lyu
    , Fenglong Ma
  14. Brain Effective Connectivity Estimation via Fourier Spatiotemporal Attention
    SIGKDD 2025 ·
    Wen Xiong
    ,
    Jinduo Liu
    ,
    Junzhong Ji
    , Fenglong Ma
  15. Coloring Learning for Heterophilic Graph Representation
    NeurIPS 2025 ·
    Miaomiao Huang
    ,
    Yuhai Zhao
    ,
    Daniel Zhengkui Wang
    , Fenglong Ma,
    Yejiang Wang
    ,
    Meixia Wang
    ,
    Xingwei Wang
  16. Enhancing Foundation Models with Federated Domain Knowledge Infusion
    ICML 2025 ·
    Jiaqi Wang
    ,
    Jingtao Li
    ,
    Weiming Zhuang
    ,
    Chen Chen
    ,
    Lingjuan Lyu
    , Fenglong Ma
  17. Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
    ACL 2025 ·
    Aofei Chang
    ,
    Le Huang
    ,
    Alex James Boyd
    ,
    Parminder Bhatia
    ,
    Taha A. Kass-Hout
    ,
    Cao Xiao
    , Fenglong Ma
  18. HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models
    NeurIPS 2025 ·
    Han Liu
    ,
    Jiaqi Li
    ,
    Zhi Xu
    ,
    Xiaotong Zhang
    ,
    Xiaoming Xu
    , Fenglong Ma,
    Yuanman Li
    ,
    Hong Yu
  19. MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis
    SIGKDD 2025 ·
    Yuan Zhong
    ,
    Xiaochen Wang
    ,
    Jiaqi Wang
    ,
    Xiaokun Zhang
    , Fenglong Ma
  20. Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning
    AAAI 2025 ·
    Han Liu
    ,
    Yuanyuan Wang
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Wei Wang
    , Fenglong Ma,
    Hong Yu
  21. RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
    ICLR 2025 ·
    Tanqiu Jiang
    ,
    Changjiang Li
    , Fenglong Ma,
    Ting Wang
  22. SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models
    SIGKDD 2025 ·
    Han Liu
    ,
    Haotian Gao
    ,
    Xiaotong Zhang
    ,
    Changya Li
    ,
    Feng Zhang
    ,
    Wei Wang
    , Fenglong Ma,
    Hong Yu
  23. Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
    ACL 2025 ·
    Ziyi Yin
    ,
    Muchao Ye
    ,
    Yuanpu Cao
    ,
    Jiaqi Wang
    ,
    Aofei Chang
    ,
    Han Liu
    ,
    Jinghui Chen
    ,
    Ting Wang
    , Fenglong Ma
  24. Toward Generalizable, General-Purpose, and Multimodal Knowledge Editing for Foundation Models
    ICDM 2025 ·
    Haoyu Wang
    ,
    Tianci Liu
    , Fenglong Ma,
    Jing Gao
  25. Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
    SIGKDD 2025 ·
    Tianrun Yu
    ,
    Jiaqi Wang
    ,
    Haoyu Wang
    ,
    Mingquan Lin
    ,
    Han Liu
    ,
    Nelson S. Yee
    , Fenglong Ma
  26. Two-Stage Decoupling Framework for Variable-Length Glaucoma Prognosis
    MICCAI 2025 ·
    Yiran Song
    ,
    Yikai Zhang
    ,
    Silvia Orengo-Nania
    ,
    Nian Wang
    , Fenglong Ma,
    Rui Zhang
    ,
    Yifan Peng
    ,
    Mingquan Lin
  27. Watch the Watchers! On the Security Risks of Robustness-Enhancing Diffusion Models
    USENIX Security 2025 ·
    Changjiang Li
    ,
    Ren Pang
    ,
    Bochuan Cao
    ,
    Jinghui Chen
    , Fenglong Ma,
    Shouling Ji
    ,
    Ting Wang
  28. Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
    SDM 2024 ·
    Suhan Cui
    ,
    Jiaqi Wang
    ,
    Yuan Zhong
    ,
    Han Liu
    ,
    Ting Wang
    , Fenglong Ma
  29. BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
    EMNLP 2024 ·
    Aofei Chang
    ,
    Jiaqi Wang
    ,
    Han Liu
    ,
    Parminder Bhatia
    ,
    Cao Xiao
    ,
    Ting Wang
    , Fenglong Ma
  30. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 ·
    Jiaqi Wang
    ,
    Chenxu Zhao
    ,
    Lingjuan Lyu
    ,
    Quanzeng You
    ,
    Mengdi Huai
    , Fenglong Ma
  31. Clinical Trial Retrieval via Multi-grained Similarity Learning
    SIGIR 2024 ·
    Junyu Luo
    ,
    Cheng Qian
    ,
    Lucas Glass
    , Fenglong Ma
  32. Depression Detection via Capsule Networks with Contrastive Learning
    AAAI 2024 ·
    Han Liu
    ,
    Changya Li
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Wei Wang
    , Fenglong Ma,
    Hongyang Chen
    ,
    Hong Yu
    ,
    Xianchao Zhang
  33. Disentangling ID and Modality Effects for Session-based Recommendation
    SIGIR 2024 ·
    Xiaokun Zhang
    ,
    Bo Xu
    ,
    Zhaochun Ren
    ,
    Xiaochen Wang
    ,
    Hongfei Lin
    , Fenglong Ma
  34. FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
    EMNLP 2024 ·
    Xiaochen Wang
    ,
    Jiaqi Wang
    ,
    Houping Xiao
    ,
    Jinghui Chen
    , Fenglong Ma
  35. FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
    NeurIPS 2024 ·
    Jiaqi Wang
    ,
    Xiaochen Wang
    ,
    Lingjuan Lyu
    ,
    Jinghui Chen
    , Fenglong Ma
  36. FineRec: Exploring Fine-grained Sequential Recommendation
    SIGIR 2024 ·
    Xiaokun Zhang
    ,
    Bo Xu
    ,
    Youlin Wu
    ,
    Yuan Zhong
    ,
    Hongfei Lin
    , Fenglong Ma
  37. Generative AI in the Wild: Prospects, Challenges, and Strategies
    CHI 2024 ·
    Yuan Sun
    ,
    Eunchae Jang
    , Fenglong Ma,
    Ting Wang
  38. Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
    ECML-PKDD 2024 ·
    Liwei Che
    ,
    Jiaqi Wang
    ,
    Xinyue Liu
    , Fenglong Ma
  39. Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
    AAAI 2024 ·
    Han Liu
    ,
    Siyang Zhao
    ,
    Xiaotong Zhang
    ,
    Feng Zhang
    ,
    Wei Wang
    , Fenglong Ma,
    Hongyang Chen
    ,
    Hong Yu
    ,
    Xianchao Zhang
  40. MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
    SDM 2024 ·
    Yuan Zhong
    ,
    Suhan Cui
    ,
    Jiaqi Wang
    ,
    Xiaochen Wang
    ,
    Ziyi Yin
    ,
    Yaqing Wang
    ,
    Houping Xiao
    ,
    Mengdi Huai
    ,
    Ting Wang
    , Fenglong Ma
  41. Mitigating Pooling Bias in E-commerce Search via False Negative Estimation
    SIGKDD 2024 ·
    Xiaochen Wang
    ,
    Xiao Xiao
    ,
    Ruhan Zhang
    ,
    Xuan Zhang
    ,
    Taesik Na
    ,
    Tejaswi Tenneti
    ,
    Haixun Wang
    , Fenglong Ma
  42. Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
    NeurIPS 2024 ·
    Yuanpu Cao
    ,
    Tianrong Zhang
    ,
    Bochuan Cao
    ,
    Ziyi Yin
    ,
    Lu Lin
    , Fenglong Ma,
    Jinghui Chen
  43. Recent Advances in Predictive Modeling with Electronic Health Records
    IJCAI 2024 ·
    Jiaqi Wang
    ,
    Junyu Luo
    ,
    Muchao Ye
    ,
    Xiaochen Wang
    ,
    Yuan Zhong
    ,
    Aofei Chang
    ,
    Guanjie Huang
    ,
    Ziyi Yin
    ,
    Cao Xiao
    ,
    Jimeng Sun
    , Fenglong Ma
  44. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
    SIGKDD 2024 ·
    Yuan Zhong
    ,
    Xiaochen Wang
    ,
    Jiaqi Wang
    ,
    Xiaokun Zhang
    ,
    Yaqing Wang
    ,
    Mengdi Huai
    ,
    Cao Xiao
    , Fenglong Ma
  45. Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction
    AAAI 2024 ·
    Wei Qian
    ,
    Chenxu Zhao
    ,
    Yangyi Li
    , Fenglong Ma,
    Chao Zhang
    ,
    Mengdi Huai
  46. Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
    ACL 2024 ·
    Xiaochen Wang
    ,
    Junyu Luo
    ,
    Jiaqi Wang
    ,
    Yuan Zhong
    ,
    Xiaokun Zhang
    ,
    Yaqing Wang
    ,
    Parminder Bhatia
    ,
    Cao Xiao
    , Fenglong Ma
  47. VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
    AAAI 2024 ·
    Ziyi Yin
    ,
    Muchao Ye
    ,
    Tianrong Zhang
    ,
    Jiaqi Wang
    ,
    Han Liu
    ,
    Jinghui Chen
    ,
    Ting Wang
    , Fenglong Ma
  48. Zero-Resource Hallucination Prevention for Large Language Models
    EMNLP 2024 ·
    Junyu Luo
    ,
    Cao Xiao
    , Fenglong Ma
  49. pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
    NeurIPS 2024 ·
    Jiaqi Wang
    ,
    Qi Li
    ,
    Lingjuan Lyu
    , Fenglong Ma