Jiancan Wu

26 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6941-5218 ↗Homepage ↗

Venues

NeurIPS ×6 ACL ×4 SIGIR ×4 ICDE ×2 ICLR ×2 ICML ×2 AAAI ×1 CIKM ×1 EMNLP ×1 RecSys ×1 WSDM ×1 WWW ×1

Frequent coauthors

Xiang Wang

×24

Xiangnan He

×10

Junkang Wu

×9

Zhengyi Yang

×6

Jinyang Gao

×5

Bolin Ding

×5

Yancheng Yuan

×4

An Zhang

×4

Chenlu Ding

×3

Jie Sun

×3

Lintao Ma

×3

Xingyu Lu

×3

Papers

Delayed Feedback Modeling with Influence Functions
AAAI 2026 ·
Chenlu Ding
, Jiancan Wu,
Yancheng Yuan
,
Cunchun Li
,
Xiang Wang
,
Dingxian Wang
,
Frank Yang
,
Andrew Rabinovich
SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs
ACL 2026 ·
Jie Sun
,
Yu Liu
,
Lu Han
,
Qiwen Deng
,
Xiang Shu
,
Yang Xiao
,
Lintao Ma
,
Xingyu Lu
,
Jun Zhou
,
Pengfei Liu
, Jiancan Wu,
Xiang Wang
Task-Aligned Unlearning for Multimodal Large Language Models
WWW 2026 ·
Tianyu Zhang
,
Chenlu Ding
,
Junfeng Fang
, Jiancan Wu,
Xiang Wang
Addressing Missing Data Issue for Diffusion-based Recommendation
SIGIR 2025 ·
Wenyu Mao
,
Zhengyi Yang
, Jiancan Wu,
Haozhe Liu
,
Yancheng Yuan
,
Xiang Wang
,
Xiangnan He
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
ICML 2025 ·
Junkang Wu
,
Xue Wang
,
Zhengyi Yang
, Jiancan Wu,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
NeurIPS 2025 ·
Guoqing Hu
,
An Zhang
,
Shuchang Liu
,
Wenyu Mao
, Jiancan Wu,
Xun Yang
,
Xiang Li
,
Lantao Hu
,
Han Li
,
Kun Gai
,
Xiang Wang
LANCE: Exploration and Reflection for LLM-based Textual Attacks on News Recommender Systems
RecSys 2025 ·
Yuyue Zhao
,
Jin Huang
,
Shuchang Liu
, Jiancan Wu,
Xiang Wang
,
Maarten de Rijke
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
EMNLP 2025 ·
Jie Sun
,
Tianyu Zhang
,
Houcheng Jiang
,
Kexin Huang
,
Xiang Shu
,
Zhibo Zhu
,
Lintao Ma
,
Xingyu Lu
,
Jun Zhou
,
Junkang Wu
,
Chi Luo
,
An Zhang
, Jiancan Wu,
Xiang Wang
Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
ICML 2025 ·
Kexin Huang
,
Junkang Wu
,
Ziqian Chen
,
Xue Wang
,
Jinyang Gao
,
Bolin Ding
, Jiancan Wu,
Xiangnan He
,
Xiang Wang
On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders
NeurIPS 2025 ·
Wenyu Mao
, Jiancan Wu,
Guoqing Hu
,
Zhengyi Yang
,
Wei Ji
,
Xiang Wang
Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning
ACL 2025 ·
Zijian Shao
, Jiancan Wu,
Weijian Chen
,
Xiang Wang
RePO: Understanding Preference Learning Through ReLU-Based Optimization
NeurIPS 2025 ·
Junkang Wu
,
Kexin Huang
,
Xue Wang
,
Jinyang Gao
,
Bolin Ding
, Jiancan Wu,
Xiangnan He
,
Xiang Wang
Robust Preference Optimization via Dynamic Target Margins
ACL 2025 ·
Jie Sun
,
Junkang Wu
, Jiancan Wu,
Zhibo Zhu
,
Xingyu Lu
,
Jun Zhou
,
Lintao Ma
,
Xiang Wang
Think before Recommendation: Autonomous Reasoning-enhanced Recommender
NeurIPS 2025 ·
Xiaoyu Kong
,
Junguang Jiang
,
Bin Liu
,
Ziru Xu
,
Zhu Han
,
Jian Xu
,
Bo Zheng
, Jiancan Wu,
Xiang Wang
Towards Large Generative Recommendation: A Tokenization Perspective
CIKM 2025 ·
Yupeng Hou
,
An Zhang
,
Leheng Sheng
, Jiancan Wu,
Xiang Wang
,
Tat-Seng Chua
,
Julian J. McAuley
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
ICLR 2025 ·
Junkang Wu
,
Yuexiang Xie
,
Zhengyi Yang
, Jiancan Wu,
Jiawei Chen
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He
Unified Parameter-Efficient Unlearning for LLMs
ICLR 2025 ·
Chenlu Ding
, Jiancan Wu,
Yancheng Yuan
,
Jinda Lu
,
Kai Zhang
,
Alex Su
,
Xiang Wang
,
Xiangnan He
BSL: Understanding and Improving Softmax Loss for Recommendation
ICDE 2024 ·
Junkang Wu
,
Jiawei Chen
, Jiancan Wu,
Wentao Shi
,
Jizhi Zhang
,
Xiang Wang
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
NeurIPS 2024 ·
Xiaoyu Kong
, Jiancan Wu,
An Zhang
,
Leheng Sheng
,
Hui Lin
,
Xiang Wang
,
Xiangnan He
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
WSDM 2024 ·
Shuyao Wang
,
Yongduo Sui
, Jiancan Wu,
Zhi Zheng
,
Hui Xiong
LLaRA: Large Language-Recommendation Assistant
SIGIR 2024 ·
Jiayi Liao
,
Sihang Li
,
Zhengyi Yang
, Jiancan Wu,
Yancheng Yuan
,
Xiang Wang
,
Xiangnan He
Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients
SIGIR 2024 ·
Zihao Zhao
,
Yi Jing
,
Fuli Feng
, Jiancan Wu,
Chongming Gao
,
Xiangnan He
Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning
SIGIR 2024 ·
Yuyue Zhao
, Jiancan Wu,
Xiang Wang
,
Wei Tang
,
Dingxian Wang
,
Maarten de Rijke
Masked Graph Modeling with Multi- View Contrast
ICDE 2024 ·
Yanchen Luo
,
Sihang Li
,
Yongduo Sui
,
Junkang Wu
, Jiancan Wu,
Xiang Wang
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
ACL 2024 ·
Chengpeng Li
,
Zheng Yuan
,
Hongyi Yuan
,
Guanting Dong
,
Keming Lu
, Jiancan Wu,
Chuanqi Tan
,
Xiang Wang
,
Chang Zhou
β-DPO: Direct Preference Optimization with Dynamic β
NeurIPS 2024 ·
Junkang Wu
,
Yuexiang Xie
,
Zhengyi Yang
, Jiancan Wu,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He