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2020 – today
- 2026
[j5]Jiakai Tang
, Jingsen Zhang, Zihang Tian, Xueyang Feng, Lei Wang, Xu Chen:
Explainable Recommendation with Simulated Human Feedback. ACM Trans. Inf. Syst. 44(1): 4:1-4:31 (2026)- [c9]Xueyang Feng, Jiakai Tang, Xu Chen, Quanyu Dai, Zhenhua Dong:
Optimizing Multi-Turn Interactive Recommendation Agents via Generative Intrinsic Motivation. WWW 2026: 5975-5986 - [i9]Xueyang Feng, Weinan Gan, Xu Chen, Quanyu Dai, Yong Liu:
How Does Personalized Memory Shape LLM Behavior? Benchmarking Rational Preference Utilization in Personalized Assistants. CoRR abs/2601.16621 (2026) - 2025
- [c8]Xueyang Feng, Jingsen Zhang, Jiakai Tang, Wei Li, Guohao Cai, Xu Chen, Quanyu Dai, Yue Zhu, Zhenhua Dong:
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent. ACL (Findings) 2025: 5896-5914 - [c7]Jiakai Tang, Shiqi Shen, Zhipeng Wang, Gong Zhi, Xueyang Feng, Zexu Sun, Haoran Tan, Xu Chen:
KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding. ACL (Findings) 2025: 6150-6166 - [c6]Jingsen Zhang, Zihang Tian, Xueyang Feng, Xu Chen, Chong Chen:
Enhancing Recommendation Explanations through User-Centric Refinement. EMNLP (Findings) 2025: 8177-8191 - [c5]Xueyang Feng, Bo Lan, Quanyu Dai, Lei Wang, Jiakai Tang, Xu Chen, Zhenhua Dong, Ji-Rong Wen:
Improving Retrospective Language Agents via Joint Policy Gradient Optimization. NAACL (Long Papers) 2025: 112-141 - [c4]Luyu Chen, Quanyu Dai, Zeyu Zhang, Xueyang Feng, Mingyu Zhang, Pengcheng Tang, Xu Chen, Yue Zhu, Zhenhua Dong:
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems. WWW (Companion Volume) 2025: 133-142 - [i8]Jingsen Zhang, Zihang Tian, Xueyang Feng, Xu Chen:
Enhancing Recommendation Explanations through User-Centric Refinement. CoRR abs/2502.11721 (2025) - [i7]Xueyang Feng, Bo Lan, Quanyu Dai, Lei Wang, Jiakai Tang, Xu Chen, Zhenhua Dong, Ji-Rong Wen:
Improving Retrospective Language Agents via Joint Policy Gradient Optimization. CoRR abs/2503.01490 (2025) - [i6]Jiakai Tang, Jingsen Zhang, Zihang Tian, Xueyang Feng, Lei Wang, Xu Chen:
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation. CoRR abs/2504.14147 (2025) - [i5]Xueyang Feng, Jingsen Zhang, Jiakai Tang, Wei Li, Guohao Cai, Xu Chen, Quanyu Dai, Yue Zhu, Zhenhua Dong:
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent. CoRR abs/2506.14302 (2025) - [i4]Luyu Chen, Quanyu Dai, Zeyu Zhang, Xueyang Feng, Mingyu Zhang, Pengcheng Tang, Xu Chen, Yue Zhu, Zhenhua Dong:
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems. CoRR abs/2507.22897 (2025) - [i3]Jiakai Tang, Yujie Luo, Xunke Xi, Fei Sun, Xueyang Feng, Sunhao Dai, Chao Yi, Dian Chen, Zhujin Gao, Yang Li, Xu Chen, Wen Chen, Jian Wu, Yuning Jiang, Bo Zheng:
Interactive Recommendation Agent with Active User Commands. CoRR abs/2509.21317 (2025) - 2024
- [j4]Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Jirong Wen:
A survey on large language model based autonomous agents. Frontiers Comput. Sci. 18(6): 186345 (2024) - [j3]Xueyang Feng, Zhongyuan Jiang, Wei You, Jie Yang, Xinghua Li, Jian Feng Ma:
PSMA: Layered Deployment Scheme for Secure VNF Multiplexing Based on Primary and Secondary Multiplexing Architecture. IEEE Trans. Netw. Serv. Manag. 21(3): 3609-3622 (2024) - [c3]Jiakai Tang, Xueyang Feng, Xu Chen:
Fairness-aware Cross-Domain Recommendation. DASFAA (3) 2024: 293-302 - [c2]Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen:
Large Language Model-based Human-Agent Collaboration for Complex Task Solving. EMNLP (Findings) 2024: 1336-1357 - [c1]Xiaohe Bo, Zeyu Zhang, Quanyu Dai, Xueyang Feng, Lei Wang, Rui Li, Xu Chen, Ji-Rong Wen:
Reflective Multi-Agent Collaboration based on Large Language Models. NeurIPS 2024 - [i2]Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen:
Large Language Model-based Human-Agent Collaboration for Complex Task Solving. CoRR abs/2402.12914 (2024) - 2023
- [i1]Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, Ji-Rong Wen:
A Survey on Large Language Model based Autonomous Agents. CoRR abs/2308.11432 (2023)
2010 – 2019
- 2012
- [j2]Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang:
MicrobesFlux: a web platform for drafting metabolic models from the KEGG database. BMC Syst. Biol. 6: 94 (2012) - [j1]Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang:
Integrating Flux Balance Analysis into Kinetic Models to Decipher the Dynamic Metabolism of Shewanella oneidensis MR-1. PLoS Comput. Biol. 8(2) (2012)
Coauthor Index
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