Pan, Jeff Z.

28 publications

ICLR 2026 Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-Session Agents Yiming Du, Baojun Wang, Yifan Xiang, Zhaowei Wang, Wenyu Huang, Boyang Xue, Bin Liang, Xingshan Zeng, Fei Mi, Haoli Bai, Lifeng Shang, Jeff Z. Pan, Yuxin Jiang, Kam-Fai Wong

NeurIPS 2025 A Controllable Examination for Long-Context Language Models Yijun Yang, Zeyu Huang, Wenhao Zhu, Zihan Qiu, Fei Yuan, Jeff Z. Pan, Ivan Titov

ICLR 2025 From an LLM Swarm to a PDDL-Empowered Hive: Planning Self-Executed Instructions in a Multi-Modal Jungle Kaustubh Vyas, Damien Graux, Yijun Yang, Sebastien Montella, Chenxin Diao, Wendi Zhou, Pavlos Vougiouklis, Ruofei Lai, Yang Ren, Keshuang Li, Jeff Z. Pan

NeurIPS 2025 ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning Mingyang Chen, Linzhuang Sun, Tianpeng Li, Sunhaoze, ZhouYijie, Chenzheng Zhu, Haofen Wang, Jeff Z. Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, Weipeng Chen

ICLRW 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst Hongru Wang, Deng Cai, Wanjun Zhong, Shijue Huang, Jeff Z. Pan, Zeming Liu, Kam-Fai Wong

JAIR 2025 Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation Xinyan Wang, Jinshuo Liu, Juan Deng, Meng Wang, Qian Deng, Youcheng Yan, Lina Wang, Yunsong Ma, Jeff Z. Pan

AAAI 2024 Knowledge-Aware Neuron Interpretation for Scene Classification Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan

ICLRW 2024 TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness Danna Zheng, Danyang Liu, Mirella Lapata, Jeff Z. Pan

AAAI 2023 DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen

AAAI 2023 Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding Mingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen

IJCAI 2023 Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen

IJCAI 2022 Type-Aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan

AAAI 2021 FL-MSRE: A Few-Shot Learning Based Approach to Multimodal Social Relation Extraction Hai Wan, Manrong Zhang, Jianfeng Du, Ziling Huang, Yufei Yang, Jeff Z. Pan

IJCAI 2021 Knowledge-Aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen

AAAI 2020 Target-Aspect-Sentiment Joint Detection for Aspect-Based Sentiment Analysis Hai Wan, Yufei Yang, Jianfeng Du, Yanan Liu, Kunxun Qi, Jeff Z. Pan

IJCAI 2019 Augmenting Transfer Learning with Semantic Reasoning Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen

AAAI 2019 Validation of Growing Knowledge Graphs by Abductive Text Evidences Jianfeng Du, Jeff Z. Pan, Sylvia Wang, Kunxun Qi, Yuming Shen, Yu Deng

IJCAI 2017 Learning from Ontology Streams with Semantic Concept Drift Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen

AAAI 2015 Consistent Knowledge Discovery from Evolving Ontologies Freddy Lécué, Jeff Z. Pan

AAAI 2014 How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance Yong-Bin Kang, Jeff Z. Pan, Shonali Krishnaswamy, Wudhichart Sawangphol, Yuan-Fang Li

IJCAI 2013 Predicting Knowledge in an Ontology Stream Freddy Lécué, Jeff Z. Pan

AAAI 2012 Querying Linked Ontological Data Through Distributed Summarization Achille Fokoue, Felipe Meneguzzi, Murat Sensoy, Jeff Z. Pan

AAAI 2011 Towards Practical ABox Abduction in Large OWL DL Ontologies Jianfeng Du, Guilin Qi, Yi-Dong Shen, Jeff Z. Pan

AAAI 2010 Soundness Preserving Approximation for TBox Reasoning Yuan Ren, Jeff Z. Pan, Yuting Zhao

AAAI 2007 Approximating OWL-DL Ontologies Jeff Z. Pan, Edward Thomas

JAIR 2007 Reasoning with Very Expressive Fuzzy Description Logics Giorgos Stoilos, Giorgos B. Stamou, Jeff Z. Pan, Vassilis Tzouvaras, Ian Horrocks

AAAI 2006 Finding Maximally Satisfiable Terminologies for the Description Logic ALC Thomas Andreas Meyer, Kevin Lee, Richard Booth, Jeff Z. Pan

AAAI 2006 Inconsistencies, Negations and Changes in Ontologies Giorgos Flouris, Zhisheng Huang, Jeff Z. Pan, Dimitris Plexousakis, Holger Wache