| 2026 | ACL | RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning. | Yucan Guo, Miao Su, Saiping Guan, Zihao Sun, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2026 | ACL | Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents. | Miao Su, Yucan Guo, Zhongni Hou, Long Bai, Zixuan Li, Yufei Zhang, Guojun Yin, Wei Lin, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2026 | WWW | Incentivizing Agentic Reasoning Capability with Outcome Supervision for Knowledge Base Question Answering. | Zhuo Chen, Fei Wang, Zixuan Li, Zhao Zhang, Weiwei Ding, Chuanguang Yang, Yongjun Xu, Xiaolong Jin |
| 2026 | SIGIR | Towards Knowledgeable Deep Research: Framework and Benchmark. | Wenxuan Liu, Zixuan Li, Long Bai, Chunmao Zhang, Fenghui Zhang, Zhuo Chen, Wei Li, Yuxin Zuo, Fei Wang, Bingbing Xu, Xuhui Jiang, Jin Zhang, Xiaolong Jin, Jiafeng Guo, Tat-Seng Chua, Xueqi Cheng |
| 2026 | WSDM | Identify-Conceptualize-Align: A Schema-Adaptive Framework for Unified Entity Recognition and Event Detection. | Weicheng Ren, Zixuan Li, Long Bai, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | ACL | G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models. | Long Bai, Zixuan Li, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng, Tat-Seng Chua |
| 2025 | ACL | Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution. | Jizhao Zhu, Akang Shi, Zixuan Li, Long Bai, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | ACL | KnowCoder-X: Boosting Multilingual Information Extraction via Code. | Yuxin Zuo, Wenxuan Jiang, Wenxuan Liu, Zixuan Li, Long Bai, Hanbin Wang, Yutao Zeng, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | COLING | Large Language Model-Based Event Relation Extraction with Rationales. | Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2025 | COLING | Inductive Link Prediction in N-ary Knowledge Graphs. | Jiyao Wei, Saiping Guan, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | EMNLP | D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering. | Guangze Gao, Zixuan Li, Chunfeng Yuan, Jiawei Li, Wu Jianzhuo, Yuehao Zhang, Xiaolong Jin, Bing Li, Weiming Hu |
| 2025 | EMNLP | Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis. | Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Guangyu Shen, Kaiyuan Zhang, Shengwei An, Guanhong Tao, Xiangyu Zhang |
| 2025 | EMNLP | Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction. | Wenxuan Liu, Zixuan Li, Long Bai, Yuxin Zuo, Daozhu Xu, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | EMNLP | A Survey of Link Prediction in N-ary Knowledge Graphs. | Jiyao Wei, Saiping Guan, Da Li, Zhongni Hou, Miao Su, Yucan Guo, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | EMNLP | Foot-In-The-Door: A Multi-turn Jailbreak for LLMs. | Zixuan Weng, Xiaolong Jin, Jinyuan Jia, Xiangyu Zhang |
| 2025 | ICCV | JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models. | Xiaolong Jin, Zixuan Weng, Hanxi Guo, Chenlong Yin, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang |
| 2025 | ICLR | Real-Time Video Generation with Pyramid Attention Broadcast. | Xuanlei Zhao, Xiaolong Jin, Kai Wang, Yang You |
| 2025 | SP | BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target. | Guangyu Shen, Siyuan Cheng, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Hanxi Guo, Lu Yan, Xiaolong Jin, Shengwei An, Shiqing Ma, Xiangyu Zhang |
| 2024 | ACL | KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction. | Zixuan Li, Yutao Zeng, Yuxin Zuo, Weicheng Ren, Wenxuan Liu, Miao Su, Yucan Guo, Yantao Liu, Xiang Li, Zhilei Hu, Long Bai, Wei Li, Yidan Liu, Pan Yang, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2024 | CIKM | Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs. | Saiping Guan, Jiyao Wei, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Self-Improvement Programming for Temporal Knowledge Graph Question Answering. | Zhuo Chen, Zhao Zhang, Zixuan Li, Fei Wang, Yutao Zeng, Xiaolong Jin, Yongjun Xu |
| 2024 | COLING | Selective Temporal Knowledge Graph Reasoning. | Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Nested Event Extraction upon Pivot Element Recognition. | Weicheng Ren, Zixuan Li, Xiaolong Jin, Long Bai, Miao Su, Yantao Liu, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Few-shot Link Prediction on Hyper-relational Facts. | Jiyao Wei, Saiping Guan, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Class-Incremental Few-Shot Event Detection. | Kailin Zhao, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2024 | EMNLP | A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning. | Zhongwu Chen, Long Bai, Zixuan Li, Zhen Huang, Xiaolong Jin, Yong Dou |
| 2024 | KSEM | An In-Context Schema Understanding Method for Knowledge Base Question Answering. | Yantao Liu, Zixuan Li, Xiaolong Jin, Yucan Guo, Long Bai, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2023 | AAAI | Rich Event Modeling for Script Event Prediction. | Long Bai, Saiping Guan, Zixuan Li, Jiafeng Guo, Xiaolong Jin, Xueqi Cheng |
| 2023 | ACL | Semantic Structure Enhanced Event Causality Identification. | Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2023 | EMNLP | Temporal Knowledge Graph Reasoning Based on N-tuple Modeling. | Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai, Saiping Guan, Yutao Zeng, Jiafeng Guo, Xueqi Cheng |
| 2022 | ACL | Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. | Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng |
| 2022 | COLING | MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification. | Kailin Zhao, Xiaolong Jin, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2022 | EMNLP | HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning. | Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng |
| 2022 | EMNLP | Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection. | Kailin Zhao, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2021 | ACL | Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning. | Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai |
| 2021 | ACL | Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs. | Zixuan Li, Xiaolong Jin, Saiping Guan, Wei Li, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng |
| 2021 | EMNLP | Integrating Deep Event-Level and Script-Level Information for Script Event Prediction. | Long Bai, Saiping Guan, Jiafeng Guo, Zixuan Li, Xiaolong Jin, Xueqi Cheng |
| 2021 | SIGIR | Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning. | Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng |
| 2020 | AAAI | Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract). | Long Bai, Xiaolong Jin, Chuanzhi Zhuang, Xueqi Cheng |
| 2020 | AAAI | Link Prediction between Group Entities in Knowledge Graphs (Student Abstract). | Jialin Su, Yuanzhuo Wang, Xiaolong Jin, Yantao Jia, Xueqi Cheng |
| 2020 | ACL | NeuInfer: Knowledge Inference on N-ary Facts. | Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng |
| 2020 | CIKM | Hierarchical Query Graph Generation for Complex Question Answering over Knowledge Graph. | Yunqi Qiu, Kun Zhang, Yuanzhuo Wang, Xiaolong Jin, Long Bai, Saiping Guan, Xueqi Cheng |
| 2020 | COLING | Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings. | Yutao Zeng, Xiaolong Jin, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2020 | ICA3PP | Content-Aware Anomaly Detection with Network Representation Learning. | Zhong Li, Xiaolong Jin, Chuanzhi Zhuang, Zhi Sun |
| 2020 | ISPA | Joint Extraction of Triple Knowledge Based on Relation Priority. | Chuanzhi Zhuang, Ningyu Zhang, Xiaolong Jin, Zhong Li, Shumin Deng, Huajun Chen |
| 2020 | WSDM | Stepwise Reasoning for Multi-Relation Question Answering over Knowledge Graph with Weak Supervision. | Yunqi Qiu, Yuanzhuo Wang, Xiaolong Jin, Kun Zhang |
| 2019 | EMNLP | Event Detection with Multi-Order Graph Convolution and Aggregated Attention. | Haoran Yan, Xiaolong Jin, Xiangbin Meng, Jiafeng Guo, Xueqi Cheng |
| 2019 | WWW | Link Prediction on N-ary Relational Data. | Saiping Guan, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng |
| 2018 | ACL | Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention. | Yue Zhao, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng |
| 2018 | CIKM | Shared Embedding Based Neural Networks for Knowledge Graph Completion. | Saiping Guan, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng |
| 2018 | ICDM | Path Reasoning over Knowledge Graph: A Multi-agent and Reinforcement Learning Based Method. | Zixuan Li, Xiaolong Jin, Saiping Guan, Yuanzhuo Wang, Xueqi Cheng |
| 2018 | KSEM | Joint Detection of Topic Entity and Relation for Simple Question Answering. | Yunqi Qiu, Yuanzhuo Wang, Xiaolong Jin |
| 2018 | WWW | Hierarchical Type Constrained Topic Entity Detection for Knowledge Base Question Answering. | Yunqi Qiu, Manling Li, Yuanzhuo Wang, Yantao Jia, Xiaolong Jin |
| 2017 | IJCAI | Cross-Domain Recommendation: An Embedding and Mapping Approach. | Tong Man, Huawei Shen, Xiaolong Jin, Xueqi Cheng |
| 2017 | PAKDD | Do Rumors Diffuse Differently from Non-rumors? A Systematically Empirical Analysis in Sina Weibo for Rumor Identification. | Yahui Liu, Xiaolong Jin, Huawei Shen, Xueqi Cheng |
| 2017 | WWW | Coarse to Fine: Diffusing Categories in Wikipedia. | Pengshan Cai, Yansong Feng, Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng |
| 2016 | AAAI | Locally Adaptive Translation for Knowledge Graph Embedding. | Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng |
| 2016 | IJCAI | Predict Anchor Links across Social Networks via an Embedding Approach. | Tong Man, Huawei Shen, Shenghua Liu, Xiaolong Jin, Xueqi Cheng |
| 2015 | WWW | Modeling and Predicting Popularity Dynamics of Microblogs using Self-Excited Hawkes Processes. | Peng Bao, Huawei Shen, Xiaolong Jin, Xueqi Cheng |
| 2015 | WWW | A Word Vector and Matrix Factorization Based Method for Opinion Lexicon Extraction. | Zheng Lin, Weiping Wang, Xiaolong Jin, Jiguang Liang, Dan Meng |
| 2014 | CIKM | A Cross-Lingual Joint Aspect/Sentiment Model for Sentiment Analysis. | Zheng Lin, Xiaolong Jin, Xueke Xu, Weiping Wang, Xueqi Cheng, Yuanzhuo Wang |
| 2014 | WCNC | QoS-aware resource allocation for LTE-A systems with carrier aggregation. | Wang Miao, Geyong Min, Yuming Jiang, Xiaolong Jin, Haozhe Wang |
| 2014 | WWW | Evolutionary analysis on online social networks using a social evolutionary game. | Jianye Yu, Yuanzhuo Wang, Xiaolong Jin, Jingyuan Li, Xueqi Cheng |
| 2012 | HPCC | A Comprehensive Analytical Model of Cognitive Radio Networks Employing Centralized Scheduling Mechanism. | Lei (Chris) Liu, Xiaolong Jin, Geyong Min, Keqiu Li |
| 2012 | TrustCom | Real-Time Diagnosis of Network Anomaly Based on Statistical Traffic Analysis. | Lei (Chris) Liu, Xiaolong Jin, Geyong Min, Li Xu |
| 2012 | WSDM | Exploring social influence via posterior effect of word-of-mouth recommendations. | Junming Huang, Xueqi Cheng, Huawei Shen, Tao Zhou, Xiaolong Jin |
| 2010 | GLOBECOM | Modelling and Analysis of Dynamic Spectrum Access in Cognitive Radio Networks with Self-Similar Traffic. | Lei (Chris) Liu, Xiaolong Jin, Geyong Min, Jia Hu, Keqiu Li |
| 2009 | AINA | Modelling an Integrated Scheduling Scheme under Bursty MMPP Traffic. | Lei (Chris) Liu, Xiaolong Jin, Geyong Min |
| 2009 | GLOBECOM | Analytical Modelling of the GC-Based Handover Scheme with Heavy-Tailed Call Holding Times. | Xiaolong Jin, Geyong Min, Jianmin Jiang |
| 2009 | HAIS | Multi-agent Based Personal File Management Using Case Based Reasoning. | Xiaolong Jin, Jianmin Jiang, Geyong Min |
| 2009 | WEBIST | Towards Computerized Digital Preservation based on Intelligent Agents and Web Services. | Xiaolong Jin, Jianmin Jiang, Geyong Min |
| 2008 | GLOBECOM | Performance Analysis of the Guard Channel Scheme with Self-Similar Call Arrivals in Wireless Mobile Networks. | Geyong Min, Xiaolong Jin, Ross Velentzas |
| 2007 | AINA | Analytical Modelling of Hybrid PQ-GPS Scheduling Systems under Long-Range Dependent Traffic. | Xiaolong Jin, Geyong Min |
| 2007 | GLOBECOM | Performance Analysis of A Hybrid Scheduling Scheme Under Heterogeneous MMPP and Self-Similar Traffic. | Xiaolong Jin, Geyong Min |
| 2007 | LCN | Performance Modelling of Priority Queuing Discipline under Self-Similar and Poisson Traffic. | Xiaolong Jin, Geyong Min |
| 2007 | MASCOTS | Queue Length Distribution and Loss probability of Generalized Processor Sharing Systems under Multi-Class Self-Similar Traffic. | Xiaolong Jin, Geyong Min |
| 2007 | SAC | An analytical model for generalized processor sharing scheduling with heterogeneous network traffic. | Xiaolong Jin, Geyong Min |
| 2003 | IDEAL | Agent Compromises in Distributed Problem Solving. | Yi Tang, Jiming Liu, Xiaolong Jin |
| 2002 | IDEAL | Multiagent SAT (MASSAT): Autonomous Pattern Search in Constrained Domains. | Xiaolong Jin, Jiming Liu |