Feng, Fuli

33 publications

ICLR 2026 CAPSUL: A Comprehensive Human Protein Benchmark for Subcellular Localization Yicheng Hu, Xinyu Lin, Shulin Li, Wenjie Wang, Fengbin Zhu, Fuli Feng

ICLR 2026 Easier Painting than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play? Ouxiang Li, Yuan Wang, Xinting Hu, Huijuan Huang, Rui Chen, Jiarong Ou, Xin Tao, Pengfei Wan, Xiaojuan Qi, Fuli Feng

ICLR 2026 NextQuill: Causal Preference Modeling for Enhancing LLM Personalization Xiaoyan Zhao, Juntao You, Yang Zhang, Wenjie Wang, Hong Cheng, Fuli Feng, See-Kiong Ng, Tat-Seng Chua

ICLR 2026 Reinforced Latent Reasoning for LLM-Based Recommendation Yang Zhang, Wenxin Xu, Xiaoyan Zhao, Wenjie Wang, Fuli Feng, Xiangnan He, Tat-Seng Chua

ICLR 2026 SASFT: Sparse Autoencoder-Guided Supervised Finetuning to Mitigate Unexpected Code-Switching in LLMs Boyi Deng, Yu Wan, Baosong Yang, Fei Huang, Wenjie Wang, Fuli Feng

ICLR 2026 SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Ouxiang Li, Yuan Wang, Xinting Hu, Houcheng Jiang, Tao Liang, Yanbin Hao, Guojun Ma, Fuli Feng

ICLR 2026 Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation Chengbing Wang, Yang Zhang, Wenjie Wang, Xiaoyan Zhao, Fuli Feng, Xiangnan He, Tat-Seng Chua

AAAI 2025 CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG Boyi Deng, Wenjie Wang, Fengbin Zhu, Qifan Wang, Fuli Feng

ICLR 2025 Efficient Inference for Large Language Model-Based Generative Recommendation Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua

NeurIPS 2025 Fine-Grained List-Wise Alignment for Generative Medication Recommendation Chenxiao Fan, Chongming Gao, Wentao Shi, Yaxin Gong, Zhao Zihao, Fuli Feng

NeurIPS 2025 IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation Zijie Lin, Yang Zhang, Xiaoyan Zhao, Fengbin Zhu, Fuli Feng, Tat-Seng Chua

NeurIPS 2025 Less Is More: Improving LLM Alignment via Preference Data Selection Xun Deng, Han Zhong, Rui Ai, Fuli Feng, Zheng Wang, Xiangnan He

AAAI 2025 Pre-Trained Behavioral Model for Malicious User Prediction on Social Platform Meng Jiang, Wenjie Wang, Shaofeng Hu, Kaishen Ou, Zhenjing Zheng, Fuli Feng

ICML 2024 A3S: A General Active Clustering Method with Pairwise Constraints Xun Deng, Junlong Liu, Han Zhong, Fuli Feng, Chen Shen, Xiangnan He, Jieping Ye, Zheng Wang

ICLR 2024 Be Aware of the Neighborhood Effect: Modeling Selection Bias Under Interference Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He

ICML 2024 On the Maximal Local Disparity of Fairness-Aware Classifiers Jinqiu Jin, Haoxuan Li, Fuli Feng

AAAI 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua

AAAI 2023 Black-Box Adversarial Attack on Time Series Classification Daizong Ding, Mi Zhang, Fuli Feng, Yuanmin Huang, Erling Jiang, Min Yang

IJCAI 2023 Discriminative-Invariant Representation Learning for Unbiased Recommendation Hang Pan, Jiawei Chen, Fuli Feng, Wentao Shi, Junkang Wu, Xiangnan He

NeurIPS 2023 Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach Jinqiu Jin, Haoxuan Li, Fuli Feng, Sihao Ding, Peng Wu, Xiangnan He

NeurIPS 2023 Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach Haoxuan Li, Kunhan Wu, Chunyuan Zheng, Yanghao Xiao, Hao Wang, Zhi Geng, Fuli Feng, Xiangnan He, Peng Wu

AAAI 2023 Video-Audio Domain Generalization via Confounder Disentanglement Shengyu Zhang, Xusheng Feng, Wenyan Fan, Wenjing Fang, Fuli Feng, Wei Ji, Shuo Li, Li Wang, Shanshan Zhao, Zhou Zhao, Tat-Seng Chua, Fei Wu

IJCAI 2022 Copy Motion from One to Another: Fake Motion Video Generation Zhenguang Liu, Sifan Wu, Chejian Xu, Xiang Wang, Lei Zhu, Shuang Wu, Fuli Feng

IJCAI 2022 GL-RG: Global-Local Representation Granularity for Video Captioning Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu

AAAI 2021 Conceptualized and Contextualized Gaussian Embedding Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua

IJCAI 2020 Bilinear Graph Neural Network with Neighbor Interactions Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang

AAAI 2020 Solving Sequential Text Classification as Board-Game Playing Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua

IJCAI 2019 Enhancing Stock Movement Prediction with Adversarial Training Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua

AAAI 2019 Explicit Interaction Model Towards Text Classification Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie

IJCAI 2018 Cross-Domain Depression Detection via Harvesting Social Media Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall

IJCAI 2018 Discrete Factorization Machines for Fast Feature-Based Recommendation Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang

IJCAI 2018 Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua

IJCAI 2017 Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, Wenwu Zhu