PPaperPicks

Fu Zhang

Northeastern University, College of Information Science and Engineering, Shenyang, China

31 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3880-8086 ↗

Venues

EMNLP ×13ACL ×12AAAI ×2NAACL ×2IJCAI ×1SIGIR ×1

Frequent coauthors

Jingwei Cheng
×29
Huangming Xu
×7
Zehan Li
×5
Guoqing Chen
×4
Chenglong Lu
×4
Zhixuan Yang
×3
Yingsong Ning
×3
Jiashun Peng
×3
Xiaoke Wang
×3
Xin Li
×3
Hongsen Yu
×3
Bingqian Liu
×2

Papers

  1. A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities
    AAAI 2026 ·
    Kailun Lyu
    ,
    Zehan Li
    , Fu Zhang,
    Jingwei Cheng
  2. ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction
    ACL 2026 ·
    Huangming Xu
    , Fu Zhang,
    Zhixuan Yang
    ,
    Lu Zhang
    ,
    Jingwei Cheng
  3. CamoQuery: Language-Guided Reasoning Camouflaged Object Segmentation
    ACL 2026 ·
    Tianxin Han
    ,
    Qing Dong
    ,
    Xingwei Wang
    ,
    Jie Jia
    ,
    Gang Wu
    ,
    Bowen Yang
    , Fu Zhang
  4. Countering Interest Over-Smoothing: Distilling Latent Factors via Diffusion for Multi-Interest Retrieval
    SIGIR 2026 ·
    Yankun Le
    , Fu Zhang,
    Haoran Li
    ,
    Baoyuan Ou
    ,
    Yingjie Qin
    ,
    Zhixuan Yang
    ,
    Ruilong Su
  5. Critic Rule Induction: Improving Temporal Knowledge Graph Forecasting with Generator-Critic Language Models
    ACL 2026 ·
    Yingsong Ning
    , Fu Zhang,
    Jingwei Cheng
    ,
    Jiashun Peng
    ,
    Xiaoke Wang
  6. DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling
    ACL 2026 ·
    Zhixuan Yang
    , Fu Zhang,
    Huangming Xu
    ,
    Jingwei Cheng
  7. Not All Modalities at Once: Dynamic Dropout and Bidirectional Fusion for Robust Multi-modal Knowledge Graph Completion
    ACL 2026 ·
    Jiashun Peng
    , Fu Zhang,
    Hongzhi Chen
    ,
    Jingwei Cheng
    ,
    Yingsong Ning
    ,
    Xiaoke Wang
  8. VCGD: Visual Clue Guided Decoding with Caption Model for Mitigating Hallucination in Multimodal Large Language Models
    AAAI 2026 ·
    Guoqing Chen
    , Fu Zhang,
    Bingqian Liu
    ,
    Chenglong Lu
    ,
    Jingwei Cheng
  9. Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems
    ACL 2026 ·
    Zehan Li
    , Fu Zhang,
    Zhijun Liu
    ,
    Jingwei Cheng
  10. ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
    IJCAI 2025 ·
    Huangming Xu
    , Fu Zhang,
    Jingwei Cheng
    ,
    Xin Li
  11. An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction
    ACL 2025 ·
    Huangming Xu
    , Fu Zhang,
    Jingwei Cheng
  12. Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment
    EMNLP 2025 ·
    Chenglong Lu
    ,
    Chenxiao Li
    ,
    Jingwei Cheng
    ,
    Yongquan Ji
    ,
    Guoqing Chen
    , Fu Zhang
  13. Capturing Latent Modal Association For Multimodal Entity Alignment
    EMNLP 2025 ·
    Yongquan Ji
    ,
    Jingwei Cheng
    , Fu Zhang,
    Chenglong Lu
  14. DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning
    EMNLP 2025 ·
    Xiaoke Wang
    , Fu Zhang,
    Jingwei Cheng
    ,
    Yiwen Chi
    ,
    Jiashun Peng
    ,
    Yingsong Ning
  15. Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning
    ACL 2025 · Fu Zhang,
    Yi Yan
    ,
    Jingwei Cheng
  16. ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction
    EMNLP 2025 ·
    Xin Li
    ,
    Huangming Xu
    , Fu Zhang,
    Jingwei Cheng
  17. EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs
    ACL 2025 ·
    Jingwei Cheng
    ,
    Chenglong Lu
    ,
    Linyan Yang
    ,
    Guoqing Chen
    , Fu Zhang
  18. Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction
    NAACL 2025 · Fu Zhang,
    Hongsen Yu
    ,
    Jingwei Cheng
    ,
    Huangming Xu
  19. Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction
    EMNLP 2025 ·
    Zehan Li
    , Fu Zhang,
    Wenqing Zhang
    ,
    Jiawei Li
    ,
    Zhou Li
    ,
    Jingwei Cheng
    ,
    Tianyue Peng
  20. Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction
    EMNLP 2025 ·
    Zehan Li
    , Fu Zhang,
    Tianyue Peng
    ,
    He Liu
    ,
    Jingwei Cheng
  21. MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization
    ACL 2025 ·
    Shiyue Xu
    , Fu Zhang,
    Jingwei Cheng
    ,
    Linfeng Zhou
  22. Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models
    EMNLP 2025 ·
    Bingqian Liu
    , Fu Zhang,
    Guoqing Chen
    ,
    Jingwei Cheng
  23. Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment
    ACL 2025 ·
    Chenxiao Li
    ,
    Jingwei Cheng
    ,
    Qiang Tong
    , Fu Zhang,
    Cairui Wang
  24. Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion
    NAACL 2025 · Fu Zhang,
    Xinlong Jin
    ,
    Jingwei Cheng
    ,
    Hongsen Yu
    ,
    Huangming Xu
  25. SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation
    EMNLP 2025 · Fu Zhang,
    Panfeng Zhang
    ,
    Jingwei Cheng
  26. ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models
    EMNLP 2024 · Fu Zhang,
    Yifan Ding
    ,
    Jingwei Cheng
  27. Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts
    EMNLP 2024 ·
    Linyan Yang
    ,
    Jingwei Cheng
    , Fu Zhang
  28. AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction
    ACL 2024 ·
    Zehan Li
    , Fu Zhang,
    Jingwei Cheng
  29. NALA: an Effective and Interpretable Entity Alignment Method
    EMNLP 2024 ·
    Chuanhao Xu
    ,
    Jingwei Cheng
    , Fu Zhang
  30. SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning
    EMNLP 2024 · Fu Zhang,
    Jinghao Lin
    ,
    Jingwei Cheng
  31. SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework
    EMNLP 2024 · Fu Zhang,
    Qi Miao
    ,
    Jingwei Cheng
    ,
    Hongsen Yu
    ,
    Yi Yan
    ,
    Xin Li
    ,
    Yongxue Wu