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Jiancan Wu

Associate Professor, University of Science and Technology of China

4 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders

#206 · Wenyu Mao, Jiancan Wu, Guoqing Hu, Zhengyi Yang, Wei Ji, Xiang Wang

Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation

#2413 · Guoqing Hu, An Zhang, Shuchang Liu, Wenyu Mao, Jiancan Wu, Xun Yang, Xiang Li, Lantao Hu, Han Li, Kun Gai, Xiang Wang

preference fading discrete diffusion tailored for recommendation via modeling preference ratios

RePO: Understanding Preference Learning Through ReLU-Based Optimization

#207 · Junkang Wu, Kexin Huang, Xue Wang, Jinyang Gao, Bolin Ding, Jiancan Wu, Xiangnan He, Xiang Wang

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Think before Recommendation: Autonomous Reasoning-enhanced Recommender

#4319 · Xiaoyu Kong, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Jiancan Wu, Xiang Wang