Yan Zhang

According to our database, Yan Zhang authored at least 33 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Graph Retrieval-Augmented Generation: A Survey.

Boci Peng, Yun Zhu, Yongchao Liu, Xiaohe Bo, Haizhou Shi, Chuntao Hong, Yan Zhang, Siliang Tang

ACM Trans. Inf. Syst., February, 2026

NebulaSQL: A Large-scale Feature Computation System for Online Recommendation.

Zichao Zhang, Feng Han, Yan Zhang, Tianchen Ye, Xingyu Wen, Shuo Feng, Peiying Wang, Li Peng, Weiran Liu, Jiamang Wang, Lei Zhang, Bo Zheng, Lin Qu

Proceedings of the Companion of the International Conference on Management of Data, 2026

ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production.

Yuxing Xiang, Xue Li, Kun Qian, Yan Zhang, Wenyuan Yu, Ennan Zhai, Xin Jin, Jingren Zhou

Proceedings of the 23rd USENIX Symposium on Networked Systems Design and Implementation, 2026

COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval.

Boci Peng, Xiao Liu, Boren Hu, Yun Zhu, Xuanbo Fan, Yanwei Yue, Chunyu Yang, Yan Zhang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Advancing Session-Based Recommendations with Atten-Mixer+: Dynamic and Adaptive Multi-Level Intent Mining.

Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Liying Kang, Jaeboum Kim, Jie Xu, Xi Zhang, Yan Zhang, Haohan Wang, Sunghun Kim

ACM Trans. Intell. Syst. Technol., October, 2025

ZeroSearch: Incentivize the Search Capability of LLMs without Searching.

Hao Sun, Zile Qiao, Jiayan Guo, Xuanbo Fan, Yingyan Hou, Yong Jiang, Pengjun Xie, Yan Zhang, Fei Huang, Jingren Zhou

CoRR, May, 2025

DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling.

Hao Sun, Zile Qiao, Bo Wang, Guoxin Chen, Yingyan Hou, Yong Jiang, Pengjun Xie, Fei Huang, Yan Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Enhancing Retrieval-Augmented Generation via Evidence Tree Search.

Hao Sun, Hengyi Cai, Yuchen Li, Xuanbo Fan, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark.

Boci Peng, Yongchao Liu, Xiaohe Bo, Jiaxin Guo, Yun Zhu, Xuanbo Fan, Chuntao Hong, Yan Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval.

Hao Sun, Yingyan Hou, Jiayan Guo, Bo Wang, Chunyu Yang, Jinsong Ni, Yan Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

LEAD: Liberal Feature-based Distillation for Dense Retrieval.

Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jingwen Lu, Yan Zhang, Linjun Yang, Rangan Majumder, Nan Duan

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering.

Boci Peng, Yongchao Liu, Xiaohe Bo, Sheng Tian, Baokun Wang, Chuntao Hong, Yan Zhang

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Generative Auto-bidding via Conditional Diffusion Modeling.

Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Bo Zheng, Yan Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Retrieved In-Context Principles from Previous Mistakes.

Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection.

Hao Sun, Hengyi Cai, Bo Wang, Yingyan Hou, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning.

Hao Sun, Jiayi Wu, Hengyi Cai, Xiaochi Wei, Yue Feng, Bo Wang, Shuaiqiang Wang, Yan Zhang, Dawei Yin

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver.

Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan

CoRR, 2023

Homophily-oriented Heterogeneous Graph Rewiring.

Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang

Proceedings of the ACM Web Conference 2023, 2023

Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network.

Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.

Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Allies: Prompting Large Language Model with Beam Search.

Hao Sun, Xiao Liu, Yeyun Gong, Yan Zhang, Daxin Jiang, Linjun Yang, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling.

Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

LEAD: Liberal Feature-based Distillation for Dense Retrieval.

Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jian Jiao, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan

CoRR, 2022

Inferring Network Structure with Unobservable Nodes from Time Series Data.

Mengyuan Chen, Yan Zhang, Zhang Zhang, Lun Du, Jiang Zhang

CoRR, 2022

NEDMP: Neural Enhanced Dynamic Message Passing.

Fei Gao, Yan Zhang, Jiang Zhang

CoRR, 2022

ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation Learning with Graph Neural Network.

Hao Sun, Yuntao Li, Yan Zhang

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning.

Yuntao Li, Can Xu, Huang Hu, Lei Sha, Yan Zhang, Daxin Jiang

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System.

Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation.

Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Neural Enhanced Dynamic Message Passing.

Fei Gao, Jiang Zhang, Yan Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing.

Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search.

Shiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL.

Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020