Lin Gui

King's College London, UK

28 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8054-9524 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×11 EMNLP ×7 AAAI ×4 ICLR ×2 ICML ×2 NAACL ×1 SIGIR ×1

Frequent coauthors

Yulan He

×20

Hanqi Yan

×9

Bin Liang

×9

Ruifeng Xu

×9

Qinglin Zhu

×7

Kam-Fai Wong

×6

Hui Wang

×6

Runcong Zhao

×5

Yue Yu

×5

Jiazheng Li

×5

Yanzheng Xiang

×4

Zhanghao Hu

×3

Papers

Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
AAAI 2026 ·
Zhanghao Hu
,
Qinglin Zhu
,
Siya Qi
,
Yulan He
,
Hanqi Yan
, Lin Gui
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
OSCR-Attack: One-Shot Character Level Attacks through Self-Optimizing Continuous Relaxation
ACL 2026 ·
Lingyi Kong
,
Zhuo Liu
,
Zhanghao Hu
,
Qilong Qiu
,
Yutao Yang
,
Jingjing Xue
,
Zheng Wang
, Lin Gui,
Feiping Nie
SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding
ACL 2026 ·
Runcong Zhao
,
Qinglin Zhu
,
Hainiu Xu
,
Bin Liang
, Lin Gui,
Yulan He
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
ACL 2025 ·
Zhanghao Hu
,
Hanqi Yan
,
Qinglin Zhu
,
Zhenyi Shen
,
Yulan He
, Lin Gui
COPR: Continual Human Preference Learning via Optimal Policy Regularization
ACL 2025 ·
Han Zhang
, Lin Gui,
Yu Lei
,
Yuanzhao Zhai
,
Yehong Zhang
,
Zhuo Zhang
,
Yulan He
,
Hui Wang
,
Yue Yu
,
Kam-Fai Wong
,
Bin Liang
,
Ruifeng Xu
Centrality-guided Pre-training for Graph
ICLR 2025 ·
Bin Liang
,
Shiwei Chen
, Lin Gui,
Hui Wang
,
Yue Yu
,
Ruifeng Xu
,
Kam-Fai Wong
Correcting Large Language Model Behavior via Influence Function
AAAI 2025 ·
Han Zhang
,
Zhuo Zhang
,
Yi Zhang
,
Yuanzhao Zhai
,
Hanyang Peng
,
Yu Lei
,
Yue Yu
,
Hui Wang
,
Bin Liang
, Lin Gui,
Ruifeng Xu
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
EMNLP 2025 ·
Cai Ke
,
Yiming Du
,
Bin Liang
,
Yifan Xiang
, Lin Gui,
Zhongyang Li
,
Baojun Wang
,
Yue Yu
,
Hui Wang
,
Kam-Fai Wong
,
Ruifeng Xu
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery
EMNLP 2025 ·
Italo Luis da Silva
,
Hanqi Yan
, Lin Gui,
Yulan He
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration
NAACL 2025 ·
Ang Li
,
Jingqian Zhao
,
Bin Liang
, Lin Gui,
Hui Wang
,
Xi Zeng
,
Xingwei Liang
,
Kam-Fai Wong
,
Ruifeng Xu
PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA
ACL 2025 ·
Xinyu Wang
,
Yanzheng Xiang
, Lin Gui,
Yulan He
RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following
ACL 2025 ·
Junru Lu
,
Jiazheng Li
,
Guodong Shen
, Lin Gui,
Siyu An
,
Yulan He
,
Di Yin
,
Xing Sun
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
ICML 2025 ·
Qinglin Zhu
,
Runcong Zhao
,
Hanqi Yan
,
Yulan He
,
Yudong Chen
, Lin Gui
Sparse Activation Editing for Reliable Instruction Following in Narratives
EMNLP 2025 ·
Runcong Zhao
,
Chengyu Cao
,
Qinglin Zhu
,
Xiucheng Lyu
,
Shun Shao
, Lin Gui,
Ruifeng Xu
,
Yulan He
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time
EMNLP 2025 ·
Jiazheng Li
,
Yuxiang Zhou
,
Junru Lu
,
Gladys Tyen
, Lin Gui,
Cesare Aloisi
,
Yulan He
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models
ACL 2024 ·
Yanzheng Xiang
,
Hanqi Yan
, Lin Gui,
Yulan He
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs
ICML 2024 ·
Shenzhi Yang
,
Bin Liang
,
An Liu
, Lin Gui,
Xingkai Yao
,
Xiaofang Zhang
CPPO: Continual Learning for Reinforcement Learning with Human Feedback
ICLR 2024 ·
Han Zhang
,
Yu Lei
, Lin Gui,
Min Yang
,
Yulan He
,
Hui Wang
,
Ruifeng Xu
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
EMNLP 2024 ·
Hanqi Yan
,
Yanzheng Xiang
,
Guangyi Chen
,
Yifei Wang
, Lin Gui,
Yulan He
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives
ACL 2024 ·
Runcong Zhao
,
Qinglin Zhu
,
Hainiu Xu
,
Jiazheng Li
,
Yuxiang Zhou
,
Yulan He
, Lin Gui
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning
ACL 2024 ·
Hanqi Yan
,
Qinglin Zhu
,
Xinyu Wang
, Lin Gui,
Yulan He
Multi-Layer Ranking with Large Language Models for News Source Recommendation
SIGIR 2024 ·
Wenjia Zhang
, Lin Gui,
Rob Procter
,
Yulan He
Multi-modal Stance Detection: New Datasets and Model
ACL 2024 ·
Bin Liang
,
Ang Li
,
Jingqian Zhao
, Lin Gui,
Min Yang
,
Yue Yu
,
Kam-Fai Wong
,
Ruifeng Xu
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing
AAAI 2024 ·
Runcong Zhao
,
Wenjia Zhang
,
Jiazheng Li
,
Lixing Zhu
,
Yanran Li
,
Yulan He
, Lin Gui
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis
EMNLP 2024 ·
Yuxiang Zhou
,
Jiazheng Li
,
Yanzheng Xiang
,
Hanqi Yan
, Lin Gui,
Yulan He
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond
ACL 2024 ·
Xinyu Wang
,
Hainiu Xu
, Lin Gui,
Yulan He
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems
EMNLP 2024 ·
Italo Luis da Silva
,
Hanqi Yan
, Lin Gui,
Yulan He