PPaperPicks

Fenglong Ma

48 papers at tracked venues · 39 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 ×1

Frequent coauthors

Han Liu
DBLP profile ↗ORCID search ↗
×8
Jiaqi Wang
DBLP profile ↗ORCID search ↗
×6
Xiaochen Wang
DBLP profile ↗ORCID search ↗
×4
Yuan Zhong
DBLP profile ↗ORCID search ↗
×4
Aofei Chang
DBLP profile ↗ORCID search ↗
×3
Ziyi Yin
DBLP profile ↗ORCID search ↗
×3
Yuanpu Cao
DBLP profile ↗ORCID search ↗
×2
Meixia Wang
DBLP profile ↗ORCID search ↗
×2
Junyu Luo
DBLP profile ↗ORCID search ↗
×2
Xiaokun Zhang
DBLP profile ↗ORCID search ↗
×2
Jiacheng Liang
DBLP profile ↗ORCID search ↗
×1
Shengjun Ma
DBLP profile ↗ORCID search ↗
×1

Papers

  1. AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models
    ACL 2026 ·
    Jiacheng Liang
    DBLP profile ↗ORCID search ↗
  2. Can Factual Opinions Be Edited (Manipulated) in Large Language Models?
    ACL 2026 ·
    Yuanpu Cao
    DBLP profile ↗ORCID search ↗
  3. Enhancing Medical Large Vision-Language Models via Alignment Distillation
    AAAI 2026 ·
    Aofei Chang
    DBLP profile ↗ORCID search ↗
  4. GPR: Empowering Generation with Graph-Pretrained Retriever
    WWW 2026 ·
    Xiaochen Wang
    DBLP profile ↗ORCID search ↗
  5. GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models
    ACL 2026 ·
    Yuan Zhong
    DBLP profile ↗ORCID search ↗
  6. Hierarchical Graph-Bag-Network for Self-Supervised Multi-Graph Learning
    WWW 2026 ·
    Meixia Wang
    DBLP profile ↗ORCID search ↗
  7. ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding
    ACL 2026 ·
    Ziyi Yin
    DBLP profile ↗ORCID search ↗
  8. Multi-graph Fusion Cross-model Contrastive Learning for Recommendation
    AAAI 2026 ·
    Shengjun Ma
    DBLP profile ↗ORCID search ↗
  9. Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought
    ACL 2026 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  10. SEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial Attack
    WWW 2026 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  11. Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification
    AAAI 2026 ·
    Meixia Wang
    DBLP profile ↗ORCID search ↗
  12. AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection
    ACL 2025 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  13. Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis
    SIGKDD 2025 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  14. Brain Effective Connectivity Estimation via Fourier Spatiotemporal Attention
    SIGKDD 2025 ·
    Wen Xiong
    DBLP profile ↗ORCID search ↗
  15. Coloring Learning for Heterophilic Graph Representation
    NeurIPS 2025 ·
    Miaomiao Huang
    DBLP profile ↗ORCID search ↗
  16. Enhancing Foundation Models with Federated Domain Knowledge Infusion
    ICML 2025 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  17. Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
    ACL 2025 ·
    Aofei Chang
    DBLP profile ↗ORCID search ↗
  18. HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models
    NeurIPS 2025 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  19. MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis
    SIGKDD 2025 ·
    Yuan Zhong
    DBLP profile ↗ORCID search ↗
  20. Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning
    AAAI 2025 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  21. RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
    ICLR 2025 ·
    Tanqiu Jiang
    DBLP profile ↗ORCID search ↗
  22. SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models
    SIGKDD 2025 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  23. Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
    ACL 2025 ·
    Ziyi Yin
    DBLP profile ↗ORCID search ↗
  24. Toward Generalizable, General-Purpose, and Multimodal Knowledge Editing for Foundation Models
    ICDM 2025 ·
    Haoyu Wang
    DBLP profile ↗ORCID search ↗
  25. Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
    SIGKDD 2025 ·
    Tianrun Yu
    DBLP profile ↗ORCID search ↗
  26. Two-Stage Decoupling Framework for Variable-Length Glaucoma Prognosis
    MICCAI 2025 ·
    Yiran Song
    DBLP profile ↗ORCID search ↗
  27. Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
    SDM 2024 ·
    Suhan Cui
    DBLP profile ↗ORCID search ↗
  28. BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
    EMNLP 2024 ·
    Aofei Chang
    DBLP profile ↗ORCID search ↗
  29. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  30. Clinical Trial Retrieval via Multi-grained Similarity Learning
    SIGIR 2024 ·
    Junyu Luo
    DBLP profile ↗ORCID search ↗
  31. Depression Detection via Capsule Networks with Contrastive Learning
    AAAI 2024 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  32. Disentangling ID and Modality Effects for Session-based Recommendation
    SIGIR 2024 ·
    Xiaokun Zhang
    DBLP profile ↗ORCID search ↗
  33. FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
    EMNLP 2024 ·
    Xiaochen Wang
    DBLP profile ↗ORCID search ↗
  34. FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
    NeurIPS 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  35. FineRec: Exploring Fine-grained Sequential Recommendation
    SIGIR 2024 ·
    Xiaokun Zhang
    DBLP profile ↗ORCID search ↗
  36. Generative AI in the Wild: Prospects, Challenges, and Strategies
    CHI 2024 ·
    Yuan Sun
    DBLP profile ↗ORCID search ↗
  37. Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
    ECML-PKDD 2024 ·
    Liwei Che
    DBLP profile ↗ORCID search ↗
  38. Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
    AAAI 2024 ·
    Han Liu
    DBLP profile ↗ORCID search ↗
  39. MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
    SDM 2024 ·
    Yuan Zhong
    DBLP profile ↗ORCID search ↗
  40. Mitigating Pooling Bias in E-commerce Search via False Negative Estimation
    SIGKDD 2024 ·
    Xiaochen Wang
    DBLP profile ↗ORCID search ↗
  41. Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
    NeurIPS 2024 ·
    Yuanpu Cao
    DBLP profile ↗ORCID search ↗
  42. Recent Advances in Predictive Modeling with Electronic Health Records
    IJCAI 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  43. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
    SIGKDD 2024 ·
    Yuan Zhong
    DBLP profile ↗ORCID search ↗
  44. Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction
    AAAI 2024 ·
    Wei Qian
    DBLP profile ↗ORCID search ↗
  45. Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
    ACL 2024 ·
    Xiaochen Wang
    DBLP profile ↗ORCID search ↗
  46. VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
    AAAI 2024 ·
    Ziyi Yin
    DBLP profile ↗ORCID search ↗
  47. Zero-Resource Hallucination Prevention for Large Language Models
    EMNLP 2024 ·
    Junyu Luo
    DBLP profile ↗ORCID search ↗
  48. pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
    NeurIPS 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗