Causally Attentive Collaborative Filtering. - Jingsen Zhang; Xu Chen 017; Wayne Xin Zhao (CIKM, 2021)

Counterfactual Data-Augmented Sequential Recommendation. - Zhenlei Wang; Jingsen Zhang; Hongteng Xu; Xu Chen 017; Yongfeng Zhang; Wayne Xin Zhao; Ji-Rong Wen (SIGIR, 2021)

An Optimized Training Method for GAN-Based Hyperspectral Image Classification. - Fan Zhang; Jing Bai 003; Jingsen Zhang; Zhu Xiao; Changxing Pei (IEEE Geosci. Remote. Sens. Lett., 2021)

RecBole 2.0: Towards a More Up-to-Date Recommendation Library. - Wayne Xin Zhao; Yupeng Hou; Xingyu Pan; Chen Yang; Zeyu Zhang 007; Zihan Lin; Jingsen Zhang; Shuqing Bian; Jiakai Tang; Wenqi Sun; Yushuo Chen; Lanling Xu; et al. (CIKM, 2022)

Recommendation with Dynamic Natural Language Explanations. - Xi Li; Jingsen Zhang; Xiaohe Bo; Lei Wang 198; Xu Chen 017 (IJCNN, 2023)

REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths. - Xu Chen 017; Jingsen Zhang; Lei Wang 198; Quanyu Dai; Zhenhua Dong; Ruiming Tang; Rui Zhang 003; Li Chen; Xin Zhao 018; Ji-Rong Wen (NeurIPS, 2023)

When Fairness meets Bias: a Debiased Framework for Fairness aware Top-N Recommendation. - Jiakai Tang; Shiqi Shen; Zhipeng Wang; Zhi Gong; Jingsen Zhang; Xu Chen 017 (RecSys, 2023)

Sequential Recommendation with User Evolving Preference Decomposition. - Weiqi Shao; Xu Chen 017; Jiashu Zhao; Long Xia; Jingsen Zhang; Dawei Yin (SIGIR-AP, 2023)

Recommendation with Causality enhanced Natural Language Explanations. - Jingsen Zhang; Xu Chen 017; Jiakai Tang; Weiqi Shao; Quanyu Dai; Zhenhua Dong; Rui Zhang 003 (WWW, 2023)

REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation. - Xu Chen 017; Jingsen Zhang; Lei Wang 198; Quanyu Dai; Zhenhua Dong; Ruiming Tang; Rui Zhang 003; Li Chen; Ji-Rong Wen (CoRR, 2023)

RecAgent: A Novel Simulation Paradigm for Recommender Systems. - Lei Wang 198; Jingsen Zhang; Xu Chen 017; Yankai Lin; Ruihua Song; Wayne Xin Zhao; Ji-Rong Wen (CoRR, 2023)

Data Augmented Sequential Recommendation Based on Counterfactual Thinking. - Xu Chen 017; Zhenlei Wang; Hongteng Xu; Jingsen Zhang; Yongfeng Zhang; Wayne Xin Zhao; Ji-Rong Wen (IEEE Trans. Knowl. Data Eng., 2023)

Active Explainable Recommendation with Limited Labeling Budgets. - Jingsen Zhang; Xiaohe Bo; Chenxi Wang; Quanyu Dai; Zhenhua Dong; Ruiming Tang; Xu Chen 017 (ICASSP, 2024)

Natural Language Explainable Recommendation with Robustness Enhancement. - Jingsen Zhang; Jiakai Tang; Xu Chen 017; Wenhui Yu; Lantao Hu; Peng Jiang 002; Han Li 005 (KDD, 2024)

An Intelligent Affinity Strategy for Dynamic Task Scheduling in Cloud-Edge-End Collaboration. - Jingsen Zhang; Shoulu Hou; Yi Gong 002; Tao Wang; Changyuan Lan; Xiulei Liu (TrustCom, 2024)

A survey on large language model based autonomous agents. - Lei Wang 198; Chen Ma 001; Xueyang Feng; Zeyu Zhang 007; Hao Yang; Jingsen Zhang; Zhiyuan Chen; Jiakai Tang; Xu Chen 017; Yankai Lin; Wayne Xin Zhao; Zhewei Wei; et al. (Frontiers Comput. Sci., 2024)

Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent. - Xueyang Feng; Jingsen Zhang; Jiakai Tang; Wei Li; Guohao Cai; Xu Chen 017; Quanyu Dai; Yue Zhu; Zhenhua Dong (ACL (Findings), 2025)

Generative AI aids personalized product aesthetic generation and evaluation based on style themes. - Yao Wang; Jingsen Zhang; Chengyi Shen; Huiling Yu; Shijian Luo (Adv. Eng. Informatics, 2025)

Grouped convolution dual-attention network for time series forecasting of water temperature in offshore aquaculture net pen. - Xiaoyi Sun; Wenqiang Liu; Mengqi Wang; Jingsen Zhang; Ferrante Neri; Yang Wang 099 (Expert Syst. Appl., 2025)

Enhancing Recommendation Explanations through User-Centric Refinement. - Jingsen Zhang; Zihang Tian; Xueyang Feng; Xu Chen 017 (CoRR, 2025)

User Behavior Simulation with Large Language Model-based Agents. - Lei Wang 198; Jingsen Zhang; Hao Yang 045; Zhiyuan Chen; Jiakai Tang; Zeyu Zhang 007; Xu Chen 017; Yankai Lin; Hao Sun 002; Ruihua Song; Xin Zhao 018; Jun Xu 001; et al. (ACM Trans. Inf. Syst., 2025)

HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation. - Jiakai Tang; Jingsen Zhang; Zihang Tian; Xueyang Feng; Lei Wang; Xu Chen (CoRR, 2025)

Agile Trajectory Planning and Large Obstacle Avoidance for Formation Flight Using a Virtual Core. - Jingsen Zhang; Biao Hou; Rui Huang (IEEE Robotics Autom. Lett., 2025)