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ORCIDWentao Shi 0002
Person information
- affiliation: University of Science and Technology of China, China
Other persons with the same name
- Wentao Shi — disambiguation page
- Wentao Shi 0001
![[0000-0002-0847-9701]](https://google.otrosproyectosundfe.com/https://dblp.org/img/orcid-mark.12x12.png "0000-0002-0847-9701")
— Northwestern Polytechnical University, Xi'an, China - Wentao Shi 0003 — Nanjing University of Aeronautics and Astronautics, Nanjing, China
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2020 – today
- 2026
[c20]Wentao Shi, Zichun Yu, Fuli Feng, Xiangnan He, Chenyan Xiong:
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search. ACL (1) 2026: 6540-6558- [c19]Shihao Cai, Chongming Gao, Haoyan Liu, Wentao Shi, Jianshan Sun, Ruiming Tang, Fuli Feng:
MGFRec: Towards Reinforced Reasoning Recommendation with Multiple Groundings and Feedback. KDD (1) 2026: 49-58 - [i24]Wentao Shi, Yu Wang, Yuyang Zhao, Yuxin Chen, Fuli Feng, Xueyuan Hao, Xi Su, Qi Gu, Hui Su, Xunliang Cai, Xiangnan He:
AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation. CoRR abs/2604.18240 (2026) - [i23]Wentao Shi, Qifan Wang, Chen Chen, Fei Liu, Dongfang Liu, Xu Liu, Wanli Ma, Junfeng Pan, Linhong Zhu, Fuli Feng:
Objective Shaping with Hard Negatives: Windowed Partial AUC Optimization for RL-based LLM Recommenders. CoRR abs/2604.22504 (2026) - [i22]Yiming Zhu, Xu Liu, Ziyun Xu, Zheng Wu, Joena Zhang, Sirius Chen, Chenheli Hua, Silvester Yao, Qichao Que, Wentao Shi, Junfeng Pan, Linhong Zhu:
A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems. CoRR abs/2605.09338 (2026) - [i21]Ziang Ye, Wentao Shi, Yuxin Liu, Yu Wang, Zhengzhou Cai, Yaorui Shi, Qi Gu, Xunliang Cai, Fuli Feng:
Look Before You Leap: Autonomous Exploration for LLM Agents. CoRR abs/2605.16143 (2026) - 2025
- [j1]Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua:
Envisioning Recommendations on an LLM-Based Agent Platform. Commun. ACM 68(05): 48-57 (2025) - [c18]Shihao Cai, Chongming Gao, Yang Zhang, Wentao Shi, Jizhi Zhang, Keqin Bao, Qifan Wang, Fuli Feng:
K-order Ranking Preference Optimization for Large Language Models. ACL (Findings) 2025: 4844-4859 - [c17]Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua:
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. ACL (Findings) 2025: 11010-11031 - [c16]Haihan Shi, Xinyu Lin, Wenjie Wang, Wentao Shi, Junwei Pan, Jie Jiang, Fuli Feng:
Incremental Learning for LLM-based Tokenization and Recommendation. CIKM 2025: 2643-2652 - [c15]Yuyang Zhao, Wentao Shi, Fuli Feng, Xiangnan He:
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance. CIKM 2025: 6767-6771 - [c14]Jizhi Zhang, Chongming Gao, Wentao Shi, Xi-Lin Chen, Jingang Wang, Xunliang Cai, Fuli Feng:
Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning. EMNLP (Findings) 2025: 24507-24521 - [c13]Chongming Gao, Mengyao Gao, Chenxiao Fan, Shuai Yuan, Wentao Shi, Xiangnan He:
Process-Supervised LLM Recommenders via Flow-guided Tuning. SIGIR 2025: 1934-1943 - [c12]Chengbing Wang, Wentao Shi, Jizhi Zhang, Wenjie Wang, Hang Pan, Fuli Feng:
Debias Can Be Unreliable: Mitigating Bias in Evaluating Debiasing Recommendation. WWW (Companion Volume) 2025: 1341-1345 - [i20]Wentao Shi, Zichun Yu, Fuli Feng, Xiangnan He, Chenyan Xiong:
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search. CoRR abs/2502.00955 (2025) - [i19]Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua:
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. CoRR abs/2502.14354 (2025) - [i18]Chongming Gao, Mengyao Gao, Chenxiao Fan, Shuai Yuan, Wentao Shi, Xiangnan He:
Process-Supervised LLM Recommenders via Flow-guided Tuning. CoRR abs/2503.07377 (2025) - [i17]Chenxiao Fan, Chongming Gao, Wentao Shi, Yaxin Gong, Zihao Zhao, Fuli Feng:
Fine-grained List-wise Alignment for Generative Medication Recommendation. CoRR abs/2505.20218 (2025) - [i16]Shihao Cai, Chongming Gao, Yang Zhang, Wentao Shi, Jizhi Zhang, Keqin Bao, Qifan Wang, Fuli Feng:
K-order Ranking Preference Optimization for Large Language Models. CoRR abs/2506.00441 (2025) - [i15]Ziang Ye, Yang Zhang, Wentao Shi, Xiaoyu You, Fuli Feng, Tat-Seng Chua:
VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation. CoRR abs/2507.06899 (2025) - [i14]Yuyang Zhao, Wentao Shi, Fuli Feng, Xiangnan He:
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance. CoRR abs/2508.18689 (2025) - [i13]Shihao Cai, Chongming Gao, Haoyan Liu, Wentao Shi, Jianshan Sun, Ruiming Tang, Fuli Feng:
MGFRec: Towards Reinforced Reasoning Recommendation with Multiple Groundings and Feedback. CoRR abs/2510.22888 (2025) - [i12]Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi, Fuli Feng, Xiangnan He:
RL-MTJail: Reinforcement Learning for Automated Black-Box Multi-Turn Jailbreaking of Large Language Models. CoRR abs/2512.07761 (2025) - 2024
- [c11]Wentao Shi, Mengqi Yuan, Junkang Wu, Qifan Wang, Fuli Feng:
Direct Multi-Turn Preference Optimization for Language Agents. EMNLP 2024: 2312-2324 - [c10]Junkang Wu, Jiawei Chen, Jiancan Wu, Wentao Shi, Jizhi Zhang, Xiang Wang:
BSL: Understanding and Improving Softmax Loss for Recommendation. ICDE 2024: 816-830 - [c9]Wentao Shi, Xiangnan He, Yang Zhang, Chongming Gao, Xinyue Li, Jizhi Zhang, Qifan Wang, Fuli Feng:
Large Language Models are Learnable Planners for Long-Term Recommendation. SIGIR 2024: 1893-1903 - [c8]Xinyuan Zhu, Xiaohan Ren, Wentao Shi, Changming Wang, Xuehan Liu, Yuqing Liu, Tao Tao, Fuli Feng:
Improving Prostate Cancer Risk Prediction through Partial AUC Optimization. WWW (Companion Volume) 2024: 1170-1173 - [c7]Wentao Shi:
Towards Reliable and Efficient Long-Term Recommendation with Large Foundation Models. WWW (Companion Volume) 2024: 1190-1193 - [c6]Wentao Shi, Chenxu Wang, Fuli Feng, Yang Zhang, Wenjie Wang, Junkang Wu, Xiangnan He:
Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation. WWW 2024: 3253-3264 - [c5]Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua:
Uplift Modeling for Target User Attacks on Recommender Systems. WWW 2024: 3343-3354 - [i11]Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua:
Prospect Personalized Recommendation on Large Language Model-based Agent Platform. CoRR abs/2402.18240 (2024) - [i10]Wentao Shi, Xiangnan He, Yang Zhang, Chongming Gao, Xinyue Li, Jizhi Zhang, Qifan Wang, Fuli Feng:
Enhancing Long-Term Recommendation with Bi-level Learnable Large Language Model Planning. CoRR abs/2403.00843 (2024) - [i9]Wentao Shi, Chenxu Wang, Fuli Feng, Yang Zhang, Wenjie Wang, Junkang Wu, Xiangnan He:
Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation. CoRR abs/2403.00844 (2024) - [i8]Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua:
Uplift Modeling for Target User Attacks on Recommender Systems. CoRR abs/2403.02692 (2024) - [i7]Wentao Shi, Mengqi Yuan, Junkang Wu, Qifan Wang, Fuli Feng:
Direct Multi-Turn Preference Optimization for Language Agents. CoRR abs/2406.14868 (2024) - [i6]Chengbing Wang, Wentao Shi, Jizhi Zhang, Wenjie Wang, Hang Pan, Fuli Feng:
Debias Can be Unreliable: Mitigating Bias Issue in Evaluating Debiasing Recommendation. CoRR abs/2409.04810 (2024) - 2023
- [c4]Hang Pan, Jiawei Chen, Fuli Feng, Wentao Shi, Junkang Wu, Xiangnan He:
Discriminative-Invariant Representation Learning for Unbiased Recommendation. IJCAI 2023: 2270-2278 - [c3]Junkang Wu, Jiawei Chen, Jiancan Wu, Wentao Shi, Xiang Wang, Xiangnan He:
Understanding Contrastive Learning via Distributionally Robust Optimization. NeurIPS 2023 - [c2]Wentao Shi, Jiawei Chen, Fuli Feng, Jizhi Zhang, Junkang Wu, Chongming Gao, Xiangnan He:
On the Theories Behind Hard Negative Sampling for Recommendation. WWW 2023: 812-822 - [i5]Wentao Shi, Jiawei Chen, Fuli Feng, Jizhi Zhang, Junkang Wu, Chongming Gao, Xiangnan He:
On the Theories Behind Hard Negative Sampling for Recommendation. CoRR abs/2302.03472 (2023) - [i4]Wentao Shi, Junkang Wu, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Wei Wu, Xiangnan He:
FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion. CoRR abs/2302.04088 (2023) - [i3]Junkang Wu, Jiawei Chen, Jiancan Wu, Wentao Shi, Xiang Wang, Xiangnan He:
Understanding Contrastive Learning via Distributionally Robust Optimization. CoRR abs/2310.11048 (2023) - [i2]Junkang Wu, Jiawei Chen, Jiancan Wu, Wentao Shi, Jizhi Zhang, Xiang Wang:
BSL: Understanding and Improving Softmax Loss for Recommendation. CoRR abs/2312.12882 (2023) - 2021
- [c1]Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He:
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. CIKM 2021: 2140-2149 - [i1]Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He:
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. CoRR abs/2108.09628 (2021)
Coauthor Index
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