Jeff Z. Pan

The University of Edinburgh, UK

49 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9779-2088 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×15 EMNLP ×10 AAAI ×6 WWW ×4 NAACL ×3 ISWC ×2 NeurIPS ×2 SIGIR ×2 SIGKDD ×2 ACM MM ×1 ECAI ×1 ICLR ×1

Frequent coauthors

Hongru Wang

×9

Víctor Gutiérrez-Basulto

×8

Ru Li

×7

Pavlos Vougiouklis

×7

Jie He

×6

Jiaoyan Chen

×6

Kam-Fai Wong

×6

Nan Hu

×5

Damien Graux

×5

Huajun Chen

×4

Yijun Yang

×4

André Melo

×4

Papers

Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding
ACL 2026 ·
Xinying Qian
,
Ying Zhang
,
Xuhui Sui
,
Yu Zhao
,
Baohang Zhou
, Jeff Z. Pan
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
ACL 2026 ·
Haoming Xu
,
Ningyuan Zhao
,
Yunzhi Yao
,
Weihong Xu
,
Hongru Wang
,
Xinle Deng
,
Shumin Deng
, Jeff Z. Pan,
Huajun Chen
,
Ningyu Zhang
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge
ACL 2026 ·
Jie He
,
Nan Hu
,
Wanqiu Long
,
Jiaoyan Chen
, Jeff Z. Pan
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
AAAI 2026 ·
Yiming Du
,
Bingbing Wang
,
Yang He
,
Bin Liang
,
Baojun Wang
,
Zhongyang Li
,
Lin Gui
, Jeff Z. Pan,
Ruifeng Xu
,
Kam-Fai Wong
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
ACL 2026 ·
Sikuan Yan
,
Xiufeng Yang
,
Zuchao Huang
,
Ercong Nie
,
Zifeng Ding
,
Zonggen Li
,
Xiaowen Ma
,
Jinhe Bi
,
Kristian Kersting
, Jeff Z. Pan,
Hinrich Schütze
,
Volker Tresp
,
Yunpu Ma
Mitigating Context Interference for Reliable and Efficient Search Agents
ACL 2026 ·
Boyang Xue
,
Bin Wu
,
Shuofei Qiao
,
Sheng Wang
,
Rui Wang
,
Yiming Du
,
Hongru Wang
, Jeff Z. Pan,
Emine Yilmaz
,
Kam-Fai Wong
,
Aldo Lipani
ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMs
ACL 2026 ·
Jinshuo Liu
,
Cheng Bi
,
Meng Wang
,
Juan Deng
,
Donghong Ji
, Jeff Z. Pan
Plan Then Retrieve: Reinforcement Learning-Guided Complex Reasoning over Knowledge Graphs
WWW 2026 ·
Yanlin Song
,
Ben Liu
,
Víctor Gutiérrez-Basulto
,
Zhiwei Hu
,
Qianqian Xie
,
Min Peng
,
Sophia Ananiadou
, Jeff Z. Pan
ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference
AAAI 2026 ·
Zhenpeng Li
,
Jinshuo Liu
,
Xinyan Wang
,
Lina Wang
, Jeff Z. Pan
Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize
ACL 2026 ·
Hongru Wang
,
Rui Wang
,
Jushi Kai
,
Boyang Xue
,
Yongqi Li
,
Shijue Huang
,
Xiaoteng Ma
, Jeff Z. Pan,
Amos Storkey
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint)
AAAI 2026 ·
Xinyan Wang
,
Jinshuo Liu
,
Juan Deng
,
Meng Wang
,
Qian Deng
,
Youcheng Yan
,
Lina Wang
,
Yunsong Ma
, Jeff Z. Pan
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws
AAAI 2026 ·
Nan Hu
,
Yike Wu
,
Jiaye Li
,
Huikang Hu
,
Guilin Qi
,
Songlin Zhai
,
Yongrui Chen
,
Tianxing Wu
,
Tongtong Wu
,
Jiaoyan Chen
, Jeff Z. Pan
Uncovering and Mitigating Transient Blindness in Multimodal Model Editing
AAAI 2026 ·
Xiaoqi Han
,
Ru Li
,
Ran Yi
,
Hongye Tan
,
Zhuomin Liang
,
Víctor Gutiérrez-Basulto
, Jeff Z. Pan
A Controllable Examination for Long-Context Language Models
NeurIPS 2025 ·
Yijun Yang
,
Zeyu Huang
,
Wenhao Zhu
,
Zihan Qiu
,
Fei Yuan
, Jeff Z. Pan,
Ivan Titov
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
ACL 2025 ·
Nan Hu
,
Jiaoyan Chen
,
Yike Wu
,
Guilin Qi
,
Hongru Wang
,
Sheng Bi
,
Yongrui Chen
,
Tongtong Wu
, Jeff Z. Pan
Dark Side of Modalities: Reinforced Multimodal Distillation for Multimodal Knowledge Graph Reasoning
ACM MM 2025 ·
Yu Zhao
,
Ying Zhang
,
Xuhui Sui
,
Baohang Zhou
,
Haoze Zhu
, Jeff Z. Pan,
Xiaojie Yuan
Decomposing and Revising What Language Models Generate
ECAI 2025 ·
Zhichao Yan
,
Jiaoyan Chen
,
Jiapu Wang
,
Xiaoli Li
,
Ru Li
, Jeff Z. Pan
Don't Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering
EMNLP 2025 ·
André Melo
,
Enting Chen
,
Pavlos Vougiouklis
,
Chenxin Diao
,
Shriram Piramanayagam
,
Ruofei Lai
, Jeff Z. Pan
Evaluating and Improving Graph to Text Generation with Large Language Models
NAACL 2025 ·
Jie He
,
Yijun Yang
,
Wanqiu Long
,
Deyi Xiong
,
Víctor Gutiérrez-Basulto
, Jeff Z. Pan
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
ICLR 2025 ·
Kaustubh Vyas
,
Damien Graux
,
Yijun Yang
,
Sébastien Montella
,
Chenxin Diao
,
Wendi Zhou
,
Pavlos Vougiouklis
,
Ruofei Lai
,
Yang Ren
,
Keshuang Li
, Jeff Z. Pan
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
ACL 2025 ·
Zhili Shen
,
Chenxin Diao
,
Pavlos Vougiouklis
,
Pascual Merita
,
Shriram Piramanayagam
,
Enting Chen
,
Damien Graux
,
André Melo
,
Ruofei Lai
,
Zeren Jiang
,
Zhongyang Li
,
Ye Qi
,
Yang Ren
,
Dandan Tu
, Jeff Z. Pan
GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation
ACL 2025 ·
Jie He
,
Jennifer Neville
,
Mengting Wan
,
Longqi Yang
,
Hui Liu
,
Xiaofeng Xu
,
Xia Song
, Jeff Z. Pan,
Pei Zhou
LLM Shots: Best Fired at System or User Prompts?
WWW 2025 ·
Umut Halil
,
Jin Huang
,
Damien Graux
, Jeff Z. Pan
Long-Form Information Alignment Evaluation Beyond Atomic Facts
EMNLP 2025 ·
Danna Zheng
,
Mirella Lapata
, Jeff Z. Pan
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation
ACL 2025 ·
Wenyu Huang
,
Pavlos Vougiouklis
,
Mirella Lapata
, Jeff Z. Pan
MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps
NAACL 2025 ·
Xiongtao Zhou
,
Jie He
,
Lanyu Chen
,
Jingyu Li
,
Haojing Chen
,
Víctor Gutiérrez-Basulto
, Jeff Z. Pan,
Hanjie Chen
Multi-level Matching Network for Multimodal Entity Linking
SIGKDD 2025 ·
Zhiwei Hu
,
Víctor Gutiérrez-Basulto
,
Ru Li
, Jeff Z. Pan
Multi-level Mixture of Experts for Multimodal Entity Linking
SIGKDD 2025 ·
Zhiwei Hu
,
Víctor Gutiérrez-Basulto
,
Zhiliang Xiang
,
Ru Li
, Jeff Z. Pan
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
NeurIPS 2025 ·
Mingyang Chen
,
Linzhuang Sun
,
Tianpeng Li
,
Haoze Sun
,
Yijie Zhou
,
Chenzheng Zhu
,
Haofen Wang
, Jeff Z. Pan,
Wen Zhang
,
Huajun Chen
,
Fan Yang
,
Zenan Zhou
,
Weipeng Chen
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges
ACL 2025 ·
Hongru Wang
,
Wenyu Huang
,
Yufei Wang
,
Yuanhao Xi
,
Jianqiao Lu
,
Huan Zhang
,
Nan Hu
,
Zeming Liu
, Jeff Z. Pan,
Kam-Fai Wong
Schema-Constrained Grammar-Guided Generation of GQL Queries from Natural Language
ISWC 2025 ·
André Melo
, Jeff Z. Pan
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst
ACL 2025 ·
Hongru Wang
,
Deng Cai
,
Wanjun Zhong
,
Shijue Huang
, Jeff Z. Pan,
Zeming Liu
,
Kam-Fai Wong
TS-SQL: Test-driven Self-refinement for Text-to-SQL
EMNLP 2025 ·
Wenbo Xu
,
Haifeng Zhu
,
Liang Yan
,
Chuanyi Liu
,
Peiyi Han
,
Shaoming Duan
, Jeff Z. Pan
[PromptEng] Second International Workshop on Prompt Engineering for Pre-Trained Language Models
WWW 2025 ·
Damien Graux
,
Sébastien Montella
,
Hajira Jabeen
,
Claire Gardent
, Jeff Z. Pan
A Large-scale Offer Alignment Model for Partitioning Filtering and Matching Product Offers
SIGIR 2024 ·
Wenyu Huang
,
André Melo
, Jeff Z. Pan
A Usage-centric Take on Intent Understanding in E-Commerce
EMNLP 2024 ·
Wendi Zhou
,
Tianyi Li
,
Pavlos Vougiouklis
,
Mark Steedman
, Jeff Z. Pan
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models
ACL 2024 ·
Xiongtao Zhou
,
Jie He
,
Yuhua Ke
,
Guangyao Zhu
,
Víctor Gutiérrez-Basulto
, Jeff Z. Pan
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
EMNLP 2024 ·
Hongru Wang
,
Rui Wang
,
Boyang Xue
,
Heming Xia
,
Jingtao Cao
,
Zeming Liu
, Jeff Z. Pan,
Kam-Fai Wong
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering
EMNLP 2024 ·
Yike Wu
,
Yi Huang
,
Nan Hu
,
Yuncheng Hua
,
Guilin Qi
,
Jiaoyan Chen
, Jeff Z. Pan
Empowering Large Language Models: Tool Learning for Real-World Interaction
SIGIR 2024 ·
Hongru Wang
,
Yujia Qin
,
Yankai Lin
, Jeff Z. Pan,
Kam-Fai Wong
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
EMNLP 2024 ·
Zhili Shen
,
Pavlos Vougiouklis
,
Chenxin Diao
,
Kaustubh Vyas
,
Yuanyi Ji
, Jeff Z. Pan
Inference Helps PLMs' Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs
EMNLP 2024 ·
Juncai Li
,
Ru Li
,
Xiaoli Li
,
Qinghua Chai
, Jeff Z. Pan
InstructEd: Soft-Instruction Tuning for Model Editing with Hops
ACL 2024 ·
Xiaoqi Han
,
Ru Li
,
Xiaoli Li
,
Jiye Liang
,
Zifang Zhang
, Jeff Z. Pan
InstructIE: A Bilingual Instruction-based Information Extraction Dataset
ISWC 2024 ·
Honghao Gui
,
Shuofei Qiao
,
Jintian Zhang
,
Hongbin Ye
,
Mengshu Sun
,
Lei Liang
, Jeff Z. Pan,
Huajun Chen
,
Ningyu Zhang
Knowledge-Aware Neuron Interpretation for Scene Classification
AAAI 2024 ·
Yong Guan
,
Freddy Lécué
,
Jiaoyan Chen
,
Ru Li
, Jeff Z. Pan
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
EMNLP 2024 ·
Junjie Wang
,
Mingyang Chen
,
Binbin Hu
,
Dan Yang
,
Ziqi Liu
,
Yue Shen
,
Peng Wei
,
Zhiqiang Zhang
,
Jinjie Gu
,
Jun Zhou
, Jeff Z. Pan,
Wen Zhang
,
Huajun Chen
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA
EMNLP 2024 ·
Wenyu Huang
,
Guancheng Zhou
,
Hongru Wang
,
Pavlos Vougiouklis
,
Mirella Lapata
, Jeff Z. Pan
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing
NAACL 2024 ·
Yijun Yang
,
Jie He
,
Pinzhen Chen
,
Víctor Gutiérrez-Basulto
, Jeff Z. Pan
[PromptEng] First International Workshop on Prompt Engineering for Pre-Trained Language Models
WWW 2024 ·
Damien Graux
,
Sébastien Montella
,
Hajira Jabeen
,
Claire Gardent
, Jeff Z. Pan