"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. - Yuntao Li; Bei Chen; Qian Liu; Yan Gao 002; Jian-Guang Lou; Yan Zhang 117; Dongmei Zhang 001 (EMNLP (1), 2020)

SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search. - Shiyang Wen; Yiran Chen 012; Zhi Yang 001; Yan Zhang 117; Di Zhang; Liang Wang 001; Bo Zheng 007 (CIKM, 2021)

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. - Yuntao Li; Bei Chen; Qian Liu; Yan Gao 002; Jian-Guang Lou; Yan Zhang 117; Dongmei Zhang 001 (IJCAI, 2021)

AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. - Zhirong Xu; Shiyang Wen; Junshan Wang; Guojun Liu; Liang Wang 001; Zhi Yang 001; Lei Ding; Yan Zhang 117; Di Zhang; Jian Xu 015; Bo Zheng 007 (ICDE, 2022)

ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation Learning with Graph Neural Network. - Hao Sun 015; Yuntao Li; Yan Zhang 117 (SDM, 2022)

Inferring Network Structure with Unobservable Nodes from Time Series Data. - Mengyuan Chen; Yan Zhang 117; Zhang Zhang; Lun Du; Jiang Zhang 006 (CoRR, 2022)

LEAD: Liberal Feature-based Distillation for Dense Retrieval. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Anlei Dong; Jian Jiao 007; Jingwen Lu; Yan Zhang 117; Daxin Jiang; Linjun Yang; Rangan Majumder; Nan Duan (CoRR, 2022)

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. - Hao Sun 015; Yang Li; Liwei Deng 001; Bowen Li; Binyuan Hui; Binhua Li; Yunshi Lan; Yan Zhang 117; Yongbin Li (ACL (1), 2023)

Allies: Prompting Large Language Model with Beam Search. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Yan Zhang 117; Daxin Jiang; Linjun Yang; Nan Duan (EMNLP (Findings), 2023)

On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering. - Jiayan Guo; Lun Du; Xu Chen 022; Xiaojun Ma; Qiang Fu 015; Shi Han; Dongmei Zhang 001; Yan Zhang 117 (KDD, 2023)

Homophily-oriented Heterogeneous Graph Rewiring. - Jiayan Guo; Lun Du; Wendong Bi; Qiang Fu 015; Xiaojun Ma; Xu Chen 022; Shi Han; Dongmei Zhang 001; Yan Zhang 117 (WWW, 2023)

BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Anlei Dong; Jingwen Lu; Yan Zhang 117; Daxin Jiang; Linjun Yang; Rangan Majumder; Nan Duan (CoRR, 2023)

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning. - Hao Sun 015; Jiayi Wu 001; Hengyi Cai; Xiaochi Wei; Yue Feng 002; Bo Wang; Shuaiqiang Wang; Yan Zhang 117; Dawei Yin (EMNLP, 2024)

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection. - Hao Sun 015; Hengyi Cai; Bo Wang; Yingyan Hou; Xiaochi Wei; Shuaiqiang Wang; Yan Zhang 117; Dawei Yin (EMNLP, 2024)

Retrieved In-Context Principles from Previous Mistakes. - Hao Sun 015; Yong Jiang 005; Bo Wang; Yingyan Hou; Yan Zhang 117; Pengjun Xie; Fei Huang 002 (EMNLP, 2024)

Generative Auto-bidding via Conditional Diffusion Modeling. - Jiayan Guo; Yusen Huo; Zhilin Zhang 003; Tianyu Wang; Chuan Yu; Jian Xu 015; Bo Zheng 007; Yan Zhang 117 (KDD, 2024)

LEAD: Liberal Feature-based Distillation for Dense Retrieval. - Hao Sun 015; Xiao Liu 029; Yeyun Gong; Anlei Dong; Jingwen Lu; Yan Zhang 117; Linjun Yang; Rangan Majumder; Nan Duan (WSDM, 2024)

Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval. - Hao Sun 015; Yingyan Hou; Jiayan Guo; Bo Wang; Chunyu Yang; Jinsong Ni; Yan Zhang 117 (ACL (1), 2025)

ZeroSearch: Incentivize the Search Capability of LLMs without Searching. - Hao Sun 015; Zile Qiao; Jiayan Guo; Xuanbo Fan; Yingyan Hou; Yong Jiang 005; Pengjun Xie; Yan Zhang 117; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)