Region-aware POI Recommendation with Semantic Spatial Graph. - Jiakai Tang; Jiahui Jin; Zijia Miao; Binjie Zhang; Qi An; Jinghui Zhang (CSCWD, 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)

Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization. - Zexu Sun; Bowei He; Ming Ma; Jiakai Tang; Yuchen Wang; Chen Ma 001; Dugang Liu (ICDM, 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)

Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems. - Lanling Xu; Zhen Tian 001; Gaowei Zhang; Junjie Zhang 009; Lei Wang 198; Bowen Zheng 005; Yifan Li 009; Jiakai Tang; Zeyu Zhang 007; Yupeng Hou; Xingyu Pan; Wayne Xin Zhao; et al. (SIGIR, 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)

Towards Long-Text Entity Resolution with Chain-of-Thought Knowledge Augmentation from Large Language Models. - Jiakai Tang; Wenzhou Dou; Derong Shen; Tiezheng Nie; Yue Kou (DASFAA (5), 2024)

Fairness-aware Cross-Domain Recommendation. - Jiakai Tang; Xueyang Feng; Xu Chen 017 (DASFAA (3), 2024)

Robust Graph Recommendation via Noise-Aware Adversarial Perturbation. - Jiakai Tang; Zuxu Sun; Wei Yao; Xu Chen 017 (DASFAA (6), 2024)

Alleviating Dimensional Collapse Problem in Deep Recommender Models by Designing Uniformity Layers. - Yabin Zhang 005; Jiakai Tang; Xu Chen 017 (DASFAA (3), 2024)

Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. - Jiakai Tang; Sunhao Dai; Zexu Sun; Xu Chen 017; Jun Xu 001; Wenhui Yu; Lantao Hu; Peng Jiang 002; Han Li 005 (KDD, 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)

GenSim: A General Social Simulation Platform with Large Language Model based Agents. - Jiakai Tang; Heyang Gao; Xuchen Pan; Lei Wang 198; Haoran Tan; Dawei Gao; Yushuo Chen; Xu Chen 017; Yankai Lin; Yaliang Li; Bolin Ding; Jingren Zhou 001; et al. (CoRR, 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)

KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding. - Jiakai Tang; Shiqi Shen; Zhipeng Wang; Gong Zhi; Xueyang Feng; Zexu Sun; Haoran Tan; Xu Chen 017 (ACL (Findings), 2025)

Improving Retrospective Language Agents via Joint Policy Gradient Optimization. - Xueyang Feng; Bo Lan; Quanyu Dai; Lei Wang 198; Jiakai Tang; Xu Chen 017; Zhenhua Dong; Ji-Rong Wen (NAACL (Long Papers), 2025)

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation. - Jiakai Tang; Sunhao Dai; Teng Shi; Jun Xu 001; Xu Chen 017; Wen Chen; Wu Jian; Yuning Jiang 001 (CoRR, 2025)

User Behavior Simulation with Large Language Model-based Agents. - Lei Wang 198; Jingsen Zhang; Hao Yang; 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)

RecGPT Technical Report. - Chao Yi; Dian Chen; Gaoyang Guo; Jiakai Tang; Jian Wu; Jing Yu; Mao Zhang; Sunhao Dai; Wen Chen; Wenjun Yang; Yuning Jiang 001; Zhujin Gao; et al. (CoRR, 2025)