Zhao, Jun

54 publications

ICLR 2026 DAComp: Benchmarking Data Agents Across the Full Data Intelligence Lifecycle Fangyu Lei, Jinxiang Meng, Yiming Huang, Junjie Zhao, Yitong Zhang, Jianwen Luo, Xin Zou, Ruiyi Yang, Wenbo Shi, Yan Gao, Shizhu He, Jun Zhao, Zuo Wang, Qian Liu, Yang Wang, Wang Ke, Kang Liu

ICLR 2026 Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling Jiachun Li, Pengfei Cao, Zhuoran Jin, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao

ICLR 2026 Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning Jingqi Tong, Jixin Tang, Hangcheng Li, Yurong Mou, Ming Zhang, Jun Zhao, Yanbo Wen, Fan Song, Jiahao Zhan, Yuyang Lu, Chaoran Tao, Zhiyuan Guo, Jizhou Yu, Tianhao Cheng, Zhiheng Xi, Changhao Jiang, Zhangyue Yin, Yining Zheng, Weifeng Ge, Guanhua Chen, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang

ICLR 2026 MMR-Life: Piecing Together Real-Life Scenes for Multimodal Multi-Image Reasoning Jiachun Li, Shaoping Huang, Zhuoran Jin, Chenlong Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

ICLR 2026 MMR-V: What's Left Unsaid? a Benchmark for Multimodal Deep Reasoning in Videos Kejian Zhu, Zhuoran Jin, Hongbang Yuan, Jiachun Li, Shangqing Tu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

ICLR 2026 Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences Zhuoran Jin, Hongbang Yuan, Kejian Zhu, Jiachun Li, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

ICLR 2026 Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective Zhihao Zhang, Qiaole Dong, Qi Zhang, Enyu Zhou, Jun Zhao, Zhiheng Xi, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Mingqi Wu, Yanwei Fu, Tao Ji, Tao Gui, Xuanjing Huang, Kai Chen

AAAI 2025 CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance Yupu Hao, Pengfei Cao, Zhuoran Jin, Huanxuan Liao, Yubo Chen, Kang Liu, Jun Zhao

ICLR 2025 Capability Localization: Capabilities Can Be Localized Rather than Individual Knowledge Xiusheng Huang, Jiaxiang Liu, Yequan Wang, Jun Zhao, Kang Liu

ICML 2025 Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling Xiang Hu, Zhihao Teng, Jun Zhao, Wei Wu, Kewei Tu

NeurIPS 2025 Hardware-Aligned Hierarchical Sparse Attention for Efficient Long-Term Memory Access Xiang Hu, Jiaqi Leng, Jun Zhao, Kewei Tu, Wei Wu

ICLR 2025 Knowledge Localization: Mission Not Accomplished? Enter Query Localization! Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

AAAI 2025 Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

ICLR 2025 MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models Jiachun Li, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao

AAAI 2025 Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Kang Liu, Jun Zhao

NeurIPS 2025 RULE: Reinforcement UnLEarning Achieves Forget-Retain Pareto Optimality Chenlong Zhang, Zhuoran Jin, Hongbang Yuan, Jiaheng Wei, Tong Zhou, Kang Liu, Jun Zhao, Yubo Chen

ICLR 2025 SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement Yuqi Lin, Hengjia Li, Wenqi Shao, Zheng Yang, Jun Zhao, Xiaofei He, Ping Luo, Kaipeng Zhang

AAAI 2025 Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models Hongbang Yuan, Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

NeurIPS 2025 Understanding Parametric and Contextual Knowledge Reconciliation Within Large Language Models Jun Zhao, Yongzhuo Yang, Xiang Hu, Jingqi Tong, Yi Lu, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang

ICLR 2025 Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization Jianting Yang, Srecko Durasinovic, Jean B. Lasserre, Victor Magron, Jun Zhao

AAAI 2024 A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction Ruili Pu, Yang Li, Jun Zhao, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng

NeurIPS 2024 From Instance Training to Instruction Learning: Task Adapters Generation from Instructions Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Yanchao Hao, Shengping Liu, Kang Liu, Jun Zhao

AAAI 2024 Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

ICLR 2024 Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao

IJCAI 2024 Oasis: Data Curation and Assessment System for Pretraining of Large Language Models Tong Zhou, Yubo Chen, Pengfei Cao, Kang Liu, Shengping Liu, Jun Zhao

NeurIPS 2024 RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models Zhuoran Jin, Pengfei Cao, Chenhao Wang, Zhitao He, Hongbang Yuan, Jiachun Li, Yubo Chen, Kang Liu, Jun Zhao

AAAI 2023 Event Process Typing via Hierarchical Optimal Transport Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao

AAAI 2023 Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao

ICLRW 2022 Ontology-Guided and Text-Enhanced Representation for Knowledge Graph Zero-Shot Relational Learning Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Jun Zhao, Zhengtao Yu

AAAI 2021 CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge Chenhao Wang, Yubo Chen, Zhipeng Xue, Yang Zhou, Jun Zhao

AAAI 2021 Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract) Jinqi Luo, Tao Bai, Jun Zhao

IJCAI 2021 MG-DVD: A Real-Time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning Chen Liu, Bo Li, Jun Zhao, Ming Su, Xudong Liu

IJCAI 2021 Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai, Jinqi Luo, Jun Zhao, Bihan Wen, Qian Wang

AAAI 2021 What the Role Is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering Yang Zhou, Yubo Chen, Jun Zhao, Yin Wu, Jiexin Xu, Jinlong Li

AAAI 2020 Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding Zhixing Tian, Yuanzhe Zhang, Xinwei Feng, Wenbin Jiang, Yajuan Lyu, Kang Liu, Jun Zhao

IJCAI 2020 FinBERT: A Pre-Trained Financial Language Representation Model for Financial Text Mining Zhuang Liu, Degen Huang, Kaiyu Huang, Zhuang Li, Jun Zhao

IJCAI 2020 Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations Jian Liu, Yubo Chen, Jun Zhao

IJCAI 2018 Curriculum Learning for Natural Answer Generation Cao Liu, Shizhu He, Kang Liu, Jun Zhao

AAAI 2018 Event Detection via Gated Multilingual Attention Mechanism Jian Liu, Yubo Chen, Kang Liu, Jun Zhao

AAAI 2018 Large Scaled Relation Extraction with Reinforcement Learning Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao

IJCAI 2017 Conditional Generative Adversarial Networks for Commonsense Machine Comprehension Bingning Wang, Kang Liu, Jun Zhao

AAAI 2017 Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao

AAAI 2016 A Joint Model for Question Answering over Multiple Knowledge Bases Yuanzhe Zhang, Shizhu He, Kang Liu, Jun Zhao

AAAI 2016 A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification Shulin Liu, Kang Liu, Shizhu He, Jun Zhao

IJCAI 2016 Employing External Rich Knowledge for Machine Comprehension Bingning Wang, Shangmin Guo, Kang Liu, Shizhu He, Jun Zhao

AAAI 2016 Knowledge Graph Completion with Adaptive Sparse Transfer Matrix Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao

IJCAI 2015 A Subspace Learning Framework for Cross-Lingual Sentiment Classification with Partial Parallel Data Guangyou Zhou, Tingting He, Jun Zhao, Wensheng Wu

IJCAI 2015 Convolutional Neural Networks for Text Hashing Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao

AAAI 2015 Recurrent Convolutional Neural Networks for Text Classification Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao

IJCAI 2013 Cross Lingual Entity Linking with Bilingual Topic Model Tao Zhang, Kang Liu, Jun Zhao

IJCAI 2013 Improving Question Retrieval in Community Question Answering Using World Knowledge Guangyou Zhou, Yang Liu, Fang Liu, Daojian Zeng, Jun Zhao

IJCAI 2013 Opinion Target Extraction Using Partially-Supervised Word Alignment Model Kang Liu, Heng Li Xu, Yang Liu, Jun Zhao

AAAI 2007 Ungreedy Methods for Chinese Deterministic Dependency Parsing Xiangyu Duan, Jun Zhao, Bo Xu

IJCAI 2007 Word Sense Disambiguation Through Sememe Labeling Xiangyu Duan, Jun Zhao, Bo Xu