On Real-time Detecting Passenger Flow Anomalies. - Bo Tang 018; Hongyin Tang; Xinzhou Dong; Beihong Jin; Tingjian Ge (CIKM, 2018)

On Real-Time Monitoring on Data Stream for Traffic Flow Anomalies. - Xinzhou Dong; Beihong Jin; Bo Tang 018; Hongyin Tang (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

Safe Offline Reinforcement Learning with Real-Time Budget Constraints. - Qian Lin; Bo Tang 018; Zifan Wu; Chao Yu 004; Shangqin Mao; Qianlong Xie; Xingxing Wang; Dong Wang 022 (ICML, 2023)

RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems. - Jiahong Zhou; Shunhui Mao; Guoliang Yang 003; Bo Tang 018; Qianlong Xie; Lebin Lin; Xingxing Wang; Dong Wang 022 (WWW, 2023)

FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models. - Junyi Zhu 002; Shuochen Liu; Yu Yu 008; Bo Tang 018; Yibo Yan; Zhiyu Li; Feiyu Xiong; Tong Xu 001; Matthew B. Blaschko (EMNLP (Findings), 2024)

Off-Policy Primal-Dual Safe Reinforcement Learning. - Zifan Wu; Bo Tang 018; Qian Lin; Chao Yu 004; Shangqin Mao; Qianlong Xie; Xingxing Wang; Dong Wang 022 (ICLR, 2024)

Xinyu: An Efficient LLM-based System for Commentary Generation. - Yiquan Wu 001; Bo Tang 018; Chenyang Xi; Yu Yu 008; Pengyu Wang; Yifei Liu; Kun Kuang 001; Haiying Deng; Zhiyu Li; Feiyu Xiong; Jie Hu 025; Peng Cheng; et al. (KDD, 2024)

HiBid: A Cross-Channel Constrained Bidding System With Budget Allocation by Hierarchical Offline Deep Reinforcement Learning. - Hao Wang 193; Bo Tang 018; Chi Harold Liu; Shangqin Mao; Jiahong Zhou; Zipeng Dai; Yaqi Sun; Qianlong Xie; Xingxing Wang; Dong Wang 022 (IEEE Trans. Computers, 2024)

CARE-STaR: Constraint-aware Self-taught Reasoner. - Zhiliang Li; Bo Tang 018; Yijun Niu; Beihong Jin; Qiwen Shi; Yuchen Feng 002; Zhiyu Li; Jie Hu 025; Mingchuan Yang; Feiyu Xiong (ACL (Findings), 2025)

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles. - Zifu Wang; Junyi Zhu 002; Bo Tang 018; Zhiyu Li; Feiyu Xiong; Jiaqian Yu; Matthew B. Blaschko (Trans. Mach. Learn. Res., 2025)

Hierarchical Multi-Agent Meta-Reinforcement Learning for Cross-Channel Bidding. - Shenghong He; Chao Yu 004; Qian Lin; Shangqin Mao; Bo Tang 018; Qianlong Xie; Xingxing Wang (IEEE Trans. Knowl. Data Eng., 2025)

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models. - Yuanjie Lyu; Zhiyu Li; Simin Niu; Feiyu Xiong; Bo Tang 018; Wenjin Wang 003; Hao Wu 022; Huanyong Liu; Tong Xu 001; Enhong Chen (ACM Trans. Inf. Syst., 2025)

Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations. - Bo Tang 018; Junyi Zhu 002; Chenyang Xi; Yunhang Ge; Jiahao Wu; Yuchen Feng 002; Yijun Niu; Wenqiang Wei; Yu Yu 008; Chunyu Li; Zehao Lin; Hao Wu 022; et al. (CoRR, 2025)

SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models. - Xun Liang 001; Hanyu Wang; Huayi Lai; Simin Niu; Shichao Song; Jiawei Yang; Jihao Zhao; Feiyu Xiong; Bo Tang 018; Zhiyu Li (AAAI, 2026)

PERMA: Benchmarking Personalized Memory Agents via Event-Driven Preference and Realistic Task Environments. - Shuochen Liu; Junyi Zhu 002; Long Shu; Junda Lin; Yuhao Chen; Haotian Zhang 007; Chao Zhang 096; Derong Xu; Jia Li; Bo Tang 018; Zhiyu Li; Feiyu Xiong; et al. (CoRR, 2026)