Xianfeng Tang

41 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×10 EMNLP ×8 ICLR ×5 SIGKDD ×4 NAACL ×3 NeurIPS ×3 ICML ×2 WWW ×2 AAAI ×1 AISTATS ×1 ICDE ×1 SIGIR ×1

Frequent coauthors

Qi He

×18

Suhang Wang

×16

Hui Liu

×15

Chen Luo

×13

Zhenwei Dai

×10

Jiliang Tang

×9

Ruirui Li

×8

Zhen Li

×7

Qingyu Yin

×7

Jingying Zeng

×6

Hanqing Lu

×6

Zheng Li

×6

Papers

A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning
ACL 2026 ·
Yingqian Cui
,
Zhenwei Dai
,
Pengfei He
,
Bing He
,
Hui Liu
,
Zhan Shi
, Xianfeng Tang,
Jingying Zeng
,
Suhang Wang
,
Yue Xing
,
Jiliang Tang
,
Benoit Dumoulin
Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking
ACL 2026 ·
Shengbo Gong
, Xianfeng Tang,
Qi He
,
Carl Yang
,
Wei Jin
Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
ACL 2026 ·
Zewen Liu
,
Juntong Ni
, Xianfeng Tang,
Max S. Y. Lau
,
Qi He
,
Wenpeng Yin
,
Wei Jin
Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations
ACL 2026 ·
Haitong Luo
,
Fali Wang
,
Weiyao Zhang
,
Xianren Zhang
,
Zhiwei Zhang
,
Tianxiang Zhao
,
Minhua Lin
,
Jiahao Zhang
,
Hui Liu
, Xianfeng Tang,
Qi He
,
Suhang Wang
,
Xuying Meng
,
Yujun Zhang
Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models
AAAI 2026 ·
Yu Fu
,
Haz Sameen Shahgir
,
Hui Liu
, Xianfeng Tang,
Qi He
,
Yue Dong
Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents
ACL 2026 ·
Ziyi Wang
,
Yuxuan Lu
,
Yimeng Zhang
,
Pei Chen
,
Ziwei Dong
,
Jing Huang
,
Jiri Gesi
, Xianfeng Tang,
Chen Luo
,
Qun Liu
,
Yisi Sang
,
Hanqing Lu
,
Manling Li
,
Jin Lai
,
Dakuo Wang
A General Framework to Enhance Fine-tuning-based LLM Unlearning
ACL 2025 ·
Jie Ren
,
Zhenwei Dai
, Xianfeng Tang,
Hui Liu
,
Jingying Zeng
,
Zhen Li
,
Rahul Goutam
,
Suhang Wang
,
Yue Xing
,
Qi He
,
Hui Liu
A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness
SIGKDD 2025 ·
Fali Wang
,
Minhua Lin
,
Yao Ma
,
Hui Liu
,
Qi He
, Xianfeng Tang,
Jiliang Tang
,
Jian Pei
,
Suhang Wang
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
AISTATS 2025 ·
Yingqian Cui
,
Pengfei He
, Xianfeng Tang,
Qi He
,
Chen Luo
,
Jiliang Tang
,
Yue Xing
AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
NeurIPS 2025 ·
Fali Wang
,
Hui Liu
,
Zhenwei Dai
,
Jingying Zeng
,
Zhiwei Zhang
,
Zongyu Wu
,
Chen Luo
,
Zhen Li
, Xianfeng Tang,
Qi He
,
Suhang Wang
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation
EMNLP 2025 ·
Jiankun Zhang
,
Shenglai Zeng
,
Jie Ren
,
Tianqi Zheng
,
Hui Liu
, Xianfeng Tang,
Hui Liu
,
Yi Chang
Catastrophic Failure of LLM Unlearning via Quantization
ICLR 2025 ·
Zhiwei Zhang
,
Fali Wang
,
Xiaomin Li
,
Zongyu Wu
, Xianfeng Tang,
Hui Liu
,
Qi He
,
Wenpeng Yin
,
Suhang Wang
Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions?
ACL 2025 ·
Xianren Zhang
, Xianfeng Tang,
Hui Liu
,
Zongyu Wu
,
Qi He
,
Dongwon Lee
,
Suhang Wang
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning
EMNLP 2025 ·
Fenglin Liu
,
Zheng Li
,
Hongjian Zhou
,
Qingyu Yin
,
Jingfeng Yang
,
Xin Liu
,
Zhengyang Wang
, Xianfeng Tang,
Shiyang Li
,
Xiang He
,
Ruijie Wang
,
Bing Yin
,
Xiao Gu
,
Lei A. Clifton
,
David A. Clifton
Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce
SIGIR 2025 ·
Jingying Zeng
,
Zhenwei Dai
,
Hui Liu
,
Samarth Varshney
,
Zhiji Liu
,
Chen Luo
,
Zhen Li
,
Qi He
, Xianfeng Tang
IHEval: Evaluating Language Models on Following the Instruction Hierarchy
NAACL 2025 ·
Zhihan Zhang
,
Shiyang Li
,
Zixuan Zhang
,
Xin Liu
,
Haoming Jiang
, Xianfeng Tang,
Yifan Gao
,
Zheng Li
,
Haodong Wang
,
Zhaoxuan Tan
,
Yichuan Li
,
Qingyu Yin
,
Bing Yin
,
Meng Jiang
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
NeurIPS 2025 ·
Jie Ren
,
Zhenwei Dai
, Xianfeng Tang,
Yue Xing
,
Shenglai Zeng
,
Jingying Zeng
,
Qiankun Peng
,
Samarth Varshney
,
Suhang Wang
,
Qi He
,
Charu Aggarwal
,
Hui Liu
Large Language Model for E-Commerce Workshop
WWW 2025 ·
Haoyu Han
, Xianfeng Tang,
Jing Huang
,
Monica Xiao Cheng
,
Omar Alonso
,
Hanqing Lu
,
Zhen Li
,
Chen Luo
,
Dawei Yin
,
Jiliang Tang
Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs
EMNLP 2025 ·
Yunzhe Qi
,
Jinjin Tian
,
Tianci Liu
,
Ruirui Li
,
Tianxin Wei
,
Hui Liu
, Xianfeng Tang,
Monica Xiao Cheng
,
Jingrui He
Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data
NAACL 2025 ·
Juanhui Li
,
Sreyashi Nag
,
Hui Liu
, Xianfeng Tang,
Sheikh Muhammad Sarwar
,
Limeng Cui
,
Hansu Gu
,
Suhang Wang
,
Qi He
,
Jiliang Tang
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
ICML 2025 ·
Tianci Liu
,
Ruirui Li
,
Zihan Dong
,
Hui Liu
, Xianfeng Tang,
Qingyu Yin
,
Linjun Zhang
,
Haoyu Wang
,
Jing Gao
Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
ACL 2025 ·
Haoyu Han
,
Yaochen Xie
,
Hui Liu
, Xianfeng Tang,
Sreyashi Nag
,
William Headden
,
Yang Li
,
Chen Luo
,
Shuiwang Ji
,
Qi He
,
Jiliang Tang
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration
SIGKDD 2025 ·
Mengting Ai
,
Tianxin Wei
,
Yifan Chen
,
Zhichen Zeng
,
Ritchie Zhao
,
Girish Varatkar
,
Bita Darvish Rouhani
, Xianfeng Tang,
Hanghang Tong
,
Jingrui He
SUA: Stealthy Multimodal Large Language Model Unlearning Attack
EMNLP 2025 ·
Xianren Zhang
,
Hui Liu
,
Delvin Ce Zhang
, Xianfeng Tang,
Qi He
,
Dongwon Lee
,
Suhang Wang
SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances
SIGKDD 2025 ·
Wei Jin
,
Lu Cheng
,
Wenpeng Yin
, Xianfeng Tang,
Qingsong Wen
,
Danai Koutra
,
B. Aditya Prakash
,
Yan Liu
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
NAACL 2025 ·
Ran Xu
,
Hui Liu
,
Sreyashi Nag
,
Zhenwei Dai
,
Yaochen Xie
, Xianfeng Tang,
Chen Luo
,
Yang Li
,
Joyce C. Ho
,
Carl Yang
,
Qi He
Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
ACL 2025 ·
Yingqian Cui
,
Pengfei He
,
Jingying Zeng
,
Hui Liu
, Xianfeng Tang,
Zhenwei Dai
,
Yan Han
,
Chen Luo
,
Jing Huang
,
Zhen Li
,
Suhang Wang
,
Yue Xing
,
Jiliang Tang
,
Qi He
The 2nd Workshop on Large Language Models for E-Commerce
SIGKDD 2025 ·
Haoyu Han
,
Fali Wang
,
Chen Luo
,
Hui Liu
,
Jing Huang
,
Zhen Li
,
Zhenwei Dai
,
Qi He
,
Yiwei Sun
,
Dawei Yin
,
Suhang Wang
,
Jiliang Tang
,
Jian Pei
, Xianfeng Tang
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
ICLR 2025 ·
Tianci Liu
,
Ruirui Li
,
Yunzhe Qi
,
Hui Liu
, Xianfeng Tang,
Tianqi Zheng
,
Qingyu Yin
,
Monica Xiao Cheng
,
Jun Huan
,
Haoyu Wang
,
Jing Gao
ViLBench: A Suite for Vision-Language Process Reward Modeling
EMNLP 2025 ·
Haoqin Tu
,
Weitao Feng
,
Hardy Chen
,
Hui Liu
, Xianfeng Tang,
Cihang Xie
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
EMNLP 2024 ·
Haoyu Wang
,
Ruirui Li
,
Haoming Jiang
,
Jinjin Tian
,
Zhengyang Wang
,
Chen Luo
, Xianfeng Tang,
Monica Xiao Cheng
,
Tuo Zhao
,
Jing Gao
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
ACL 2024 ·
Bowen Jin
,
Chulin Xie
,
Jiawei Zhang
,
Kashob Kumar Roy
,
Yu Zhang
,
Zheng Li
,
Ruirui Li
, Xianfeng Tang,
Suhang Wang
,
Yu Meng
,
Jiawei Han
Language Models as Semantic Indexers
ICML 2024 ·
Bowen Jin
,
Hansi Zeng
,
Guoyin Wang
,
Xiusi Chen
,
Tianxin Wei
,
Ruirui Li
,
Zhengyang Wang
,
Zheng Li
,
Yang Li
,
Hanqing Lu
,
Suhang Wang
,
Jiawei Han
, Xianfeng Tang
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
EMNLP 2024 ·
Fenglin Liu
,
Zheng Li
,
Hongjian Zhou
,
Qingyu Yin
,
Jingfeng Yang
, Xianfeng Tang,
Chen Luo
,
Ming Zeng
,
Haoming Jiang
,
Yifan Gao
,
Priyanka Nigam
,
Sreyashi Nag
,
Bing Yin
,
Yining Hua
,
Xuan Zhou
,
Omid Rohanian
,
Anshul Thakur
,
Lei A. Clifton
,
David A. Clifton
LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data
ICDE 2024 ·
Haoyu Wang
,
Ruirui Li
,
Zhengyang Wang
, Xianfeng Tang,
Danqing Zhang
,
Monica Xiao Cheng
,
Bing Yin
,
Jasha Droppo
,
Suhang Wang
,
Jing Gao
RA-NER: Retrieval augmented NER for knowledge intensive named entity recognition
ICLR 2024 ·
Zhenwei Dai
,
Chen Luo
,
Zhen Li
, Xianfeng Tang,
Hanqing Lu
,
Rahul Goutam
,
Haiyang Zhang
Sequential LLM Framework for Fashion Recommendation
EMNLP 2024 ·
Han Liu
, Xianfeng Tang,
Tianlang Chen
,
Jiapeng Liu
,
Indu Indu
,
Henry Peng Zou
,
Peng Dai
,
Roberto F. Galán
,
Michael D. Porter
,
Dongmei Jia
,
Ning Zhang
,
Lian Xiong
Session-Aware Product filter Ranking in E- Commerce Search
ICLR 2024 ·
Hanqing Lu
, Xianfeng Tang,
Chen Luo
,
Limeng Cui
,
Zhenwei Dai
,
Rahul Goutam
,
Haiyang Zhang
,
Monica Xiao Cheng
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
NeurIPS 2024 ·
Yilun Jin
,
Zheng Li
,
Chenwei Zhang
,
Tianyu Cao
,
Yifan Gao
,
Pratik Jayarao
,
Mao Li
,
Xin Liu
,
Ritesh Sarkhel
, Xianfeng Tang,
Haodong Wang
,
Zhengyang Wang
,
Wenju Xu
,
Jingfeng Yang
,
Qingyu Yin
,
Xian Li
,
Priyanka Nigam
,
Yi Xu
,
Kai Chen
,
Qiang Yang
,
Meng Jiang
,
Bing Yin
The 1st International Workshop on Graph Foundation Models (GFM)
WWW 2024 ·
Haitao Mao
,
Jianan Zhao
,
Xiaoxin He
,
Zhikai Chen
,
Qian Huang
,
Zhaocheng Zhu
,
Jian Tang
,
Michael M. Bronstein
,
Xavier Bresson
,
Bryan Hooi
,
Haiyang Zhang
, Xianfeng Tang,
Luo Chen
,
Jiliang Tang
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
ICLR 2024 ·
Tianxin Wei
,
Bowen Jin
,
Ruirui Li
,
Hansi Zeng
,
Zhengyang Wang
,
Jianhui Sun
,
Qingyu Yin
,
Hanqing Lu
,
Suhang Wang
,
Jingrui He
, Xianfeng Tang