| 2026 | ACL | AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation. | Wentao Shi, Yu Wang, Yuyang Zhao, Yuxin Chen, Fuli Feng, Xueyuan Hao, Xi Su, Qi Gu, Hui Su, Xunliang Cai, Xiangnan He |
| 2026 | ACL | Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search. | Wentao Shi, Zichun Yu, Fuli Feng, Xiangnan He, Chenyan Xiong |
| 2026 | ACL | TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards. | Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi, Fengbin Zhu, Qifan Wang, Fuli Feng |
| 2026 | KDD | MGFRec: Towards Reinforced Reasoning Recommendation with Multiple Groundings and Feedback. | Shihao Cai, Chongming Gao, Haoyan Liu, Wentao Shi, Jianshan Sun, Ruiming Tang, Fuli Feng |
| 2026 | SIGIR | A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems. | Yiming Zhu, Xu Liu, Ziyun Xu, Zheng Wu, Joena Zhang, Sirius Chen, Chenheli Hua, Silvester Yao, Qichao Que, Wentao Shi, Junfeng Pan, Linhong Zhu |
| 2025 | ACL | K-order Ranking Preference Optimization for Large Language Models. | Shihao Cai, Chongming Gao, Yang Zhang, Wentao Shi, Jizhi Zhang, Keqin Bao, Qifan Wang, Fuli Feng |
| 2025 | ACL | Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. | Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua |
| 2025 | CIKM | Incremental Learning for LLM-based Tokenization and Recommendation. | Haihan Shi, Xinyu Lin, Wenjie Wang, Wentao Shi, Junwei Pan, Jie Jiang, Fuli Feng |
| 2025 | CIKM | AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance. | Yuyang Zhao, Wentao Shi, Fuli Feng, Xiangnan He |
| 2025 | EMNLP | Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning. | Jizhi Zhang, Chongming Gao, Wentao Shi, Xi-Lin Chen, Jingang Wang, Xunliang Cai, Fuli Feng |
| 2025 | GLOBECOM | Underwater Detection and Communication Integrated Waveform Design Based on P4 Encoding. | Qixiang Niu, David Ramrez, Wentao Shi, Qunfei Zhang |
| 2025 | IROS | Exploring Stiffness Gradient Effects in Magnetically Induced Metamorphic Materials via Continuum Simulation and Validation. | Wentao Shi, Yang Yang, Yiming Huang, Hongliang Ren |
| 2025 | NPC | Long-Term Cloud Workload Prediction with Multi-period Augmented LSTM. | Wentao Shi, Jiarui Hu, Xiangkai Ma, Wenzhong Li, Shuai Li, Sanglu Lu |
| 2025 | WCNC | AFDM-Based Integrated System for Underwater Detection and Communication Waveform Design. | Qixiang Niu, Wentao Shi, David Ramrez, Lianyou Jing, Qunfei Zhang |
| 2025 | WWW | Debias Can Be Unreliable: Mitigating Bias in Evaluating Debiasing Recommendation. | Chengbing Wang, Wentao Shi, Jizhi Zhang, Wenjie Wang, Hang Pan, Fuli Feng |
| 2025 | SIGIR | Process-Supervised LLM Recommenders via Flow-guided Tuning. | Chongming Gao, Mengyao Gao, Chenxiao Fan, Shuai Yuan, Wentao Shi, Xiangnan He |
| 2024 | EMNLP | Direct Multi-Turn Preference Optimization for Language Agents. | Wentao Shi, Mengqi Yuan, Junkang Wu, Qifan Wang, Fuli Feng |
| 2024 | ICASSP | SCRN: A Spectrogram Convolutional Recurrent Network for AoA Estimation Using Bluetooth 5. | Wentao Shi, Baoqi Huang, Bing Jia |
| 2024 | ICASSP | Enhancing AoA Estimation Via Phase Modeling of Bluetooth 5 CTE Signals. | Wentao Shi, Tao Zhang, Baoqi Huang, Bing Jia |
| 2024 | ICDE | BSL: Understanding and Improving Softmax Loss for Recommendation. | Junkang Wu, Jiawei Chen, Jiancan Wu, Wentao Shi, Jizhi Zhang, Xiang Wang |
| 2024 | WWW | Towards Reliable and Efficient Long-Term Recommendation with Large Foundation Models. | Wentao Shi |
| 2024 | WWW | Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation. | Wentao Shi, Chenxu Wang, Fuli Feng, Yang Zhang, Wenjie Wang, Junkang Wu, Xiangnan He |
| 2024 | WWW | Uplift Modeling for Target User Attacks on Recommender Systems. | Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua |
| 2024 | WWW | Improving Prostate Cancer Risk Prediction through Partial AUC Optimization. | Xinyuan Zhu, Xiaohan Ren, Wentao Shi, Changming Wang, Xuehan Liu, Yuqing Liu, Tao Tao, Fuli Feng |
| 2024 | SIGIR | Large Language Models are Learnable Planners for Long-Term Recommendation. | Wentao Shi, Xiangnan He, Yang Zhang, Chongming Gao, Xinyue Li, Jizhi Zhang, Qifan Wang, Fuli Feng |
| 2023 | IJCAI | Discriminative-Invariant Representation Learning for Unbiased Recommendation. | Hang Pan, Jiawei Chen, Fuli Feng, Wentao Shi, Junkang Wu, Xiangnan He |
| 2023 | WWW | On the Theories Behind Hard Negative Sampling for Recommendation. | Wentao Shi, Jiawei Chen, Fuli Feng, Jizhi Zhang, Junkang Wu, Chongming Gao, Xiangnan He |
| 2022 | ICASSP | Transient Analysis of Clustered Multitask Diffusion RLS Algorithm. | Wei Gao, Jie Chen, Cdric Richard, Wentao Shi, Qunfei Zhang |
| 2022 | ICASSP | A CRLB Analysis of AoA Estimation Using Bluetooth 5. | Wentao Shi, Baoqi Huang, Kai Sun |
| 2022 | MMSP | SSformer: A Lightweight Transformer for Semantic Segmentation. | Wentao Shi, Jing Xu, Pan Gao |
| 2021 | CIKM | DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. | Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He |
| 2017 | ICS | Carpool: a bufferless on-chip network supporting adaptive multicast and hotspot alleviation. | Xi-Yue Xiang, Wentao Shi, Saugata Ghose, Lu Peng, Onur Mutlu, Nian-Feng Tzeng |
| 2012 | ICASSP | Robust sparse spectral fitting in element and beam spaces for Directions-Of-Arrival and power estimation. | Wentao Shi, Jimeng Zheng, Mostafa Kaveh, Jianguo Huang |