Liu, Qun

42 publications

TMLR 2026 Extracting and Following Paths for Robust Relational Reasoning with Large Language Models Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye Hao

TMLR 2026 The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs Jierun Chen, Tiezheng Yu, Haoli Bai, Lewei Yao, Jiannan Wu, Kaican Li, Fei Mi, Chaofan Tao, Lei Zhu, Manyi Zhang, Xiao-Hui Li, Lu Hou, Lifeng Shang, Qun Liu

AAAI 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Haiyan Zhao, Jia Li, Bin Liang, Chongyang Tao, Qun Liu, Kam-Fai Wong

ICLRW 2025 DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels Zhe Xu, Jiasheng Ye, Xiaoran Liu, Xiangyang Liu, Tianxiang Sun, Zhigeng Liu, Qipeng Guo, Linlin Li, Qun Liu, Xuanjing Huang, Xipeng Qiu

CVPR 2025 EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions Kai Chen, Yunhao Gou, Runhui Huang, Zhili Liu, Daxin Tan, Jing Xu, Chunwei Wang, Yi Zhu, Yihan Zeng, Kuo Yang, Dingdong Wang, Kun Xiang, Haoyuan Li, Haoli Bai, Jianhua Han, Xiaohui Li, Weike Jin, Nian Xie, Yu Zhang, James T. Kwok, Hengshuang Zhao, Xiaodan Liang, Dit-Yan Yeung, Xiao Chen, Zhenguo Li, Wei Zhang, Qun Liu, Lanqing Hong, Lu Hou, Hang Xu

AAAI 2025 Friends-MMC: A Dataset for Multi-Modal Multi-Party Conversation Understanding Yueqian Wang, Xiaojun Meng, Yuxuan Wang, Jianxin Liang, Qun Liu, Dongyan Zhao

ICLR 2025 ReAttention: Training-Free Infinite Context with Finite Attention Scope Xiaoran Liu, Ruixiao Li, Zhigeng Liu, Qipeng Guo, Yuerong Song, Kai Lv, Hang Yan, Linlin Li, Qun Liu, Xipeng Qiu

NeurIPS 2025 RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models Junda Zhu, Jun Ai, Yujun Li, Yichun Yin, Yasheng Wang, Lifeng Shang, Qun Liu

ICLR 2025 ToolACE: Winning the Points of LLM Function Calling Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Wang Xinzhi, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen

WACV 2025 Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models Weixi Weng, Rui Zhang, Xiaojun Meng, Jieming Zhu, Qun Liu, Chun Yuan

AAAI 2024 Preparing Lessons for Progressive Training on Language Models Yu Pan, Ye Yuan, Yichun Yin, Jiaxin Shi, Zenglin Xu, Ming Zhang, Lifeng Shang, Xin Jiang, Qun Liu

ICLR 2024 Retrieval-Based Disentangled Representation Learning with Natural Language Supervision Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen

AAAI 2024 Unsupervised Extractive Summarization with Learnable Length Control Strategies Renlong Jie, Xiaojun Meng, Xin Jiang, Qun Liu

AAAI 2023 KPT: Keyword-Guided Pre-Training for Grounded Dialog Generation Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang

IJCAI 2023 Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video Zenan Xu, Xiaojun Meng, Yasheng Wang, Qinliang Su, Zexuan Qiu, Xin Jiang, Qun Liu

NeurIPS 2023 Reusing Pretrained Models by Multi-Linear Operators for Efficient Training Yu Pan, Ye Yuan, Yichun Yin, Zenglin Xu, Lifeng Shang, Xin Jiang, Qun Liu

ICLR 2022 Exploring Extreme Parameter Compression for Pre-Trained Language Models Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu

AAAI 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu

ICLRW 2022 KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs Yinquan Lu, Haonan Lu, Guirong Fu, Qun Liu

ICLR 2022 SPIRAL: Self-Supervised Perturbation-Invariant Representation Learning for Speech Pre-Training Wenyong Huang, Zhenhe Zhang, Yu Ting Yeung, Xin Jiang, Qun Liu

NeurIPS 2022 TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models Huibin Ge, Xiaohu Zhao, Chuang Liu, Yulong Zeng, Qun Liu, Deyi Xiong

CVPR 2022 UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Yudong Zhu, Xiaodong Gu

AAAI 2022 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang

AAAI 2021 ALP-KD: Attention-Based Layer Projection for Knowledge Distillation Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

AAAI 2021 HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu

ICML 2021 Improved OOD Generalization via Adversarial Training and Pretraing Mingyang Yi, Lu Hou, Jiacheng Sun, Lifeng Shang, Xin Jiang, Qun Liu, Zhiming Ma

ICLR 2021 On Position Embeddings in BERT Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen

ICLR 2021 Reweighting Augmented Samples by Minimizing the Maximal Expected Loss Mingyang Yi, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma

AAAI 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu

IJCAI 2020 Bridging the Gap Between Training and Inference for Neural Machine Translation (Extended Abstract) Wen Zhang, Yang Feng, Qun Liu

AAAI 2020 Dialog State Tracking with Reinforced Data Augmentation Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

NeurIPS 2020 DynaBERT: Dynamic BERT with Adaptive Width and Depth Lu Hou, Zhiqi Huang, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

AAAI 2020 Multi-Channel Reverse Dictionary Model Lei Zheng, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

IJCAI 2018 Learning Tag Dependencies for Sequence Tagging Yuan Zhang, Hongshen Chen, Yihong Zhao, Qun Liu, Dawei Yin

AAAI 2018 Translating Pro-Drop Languages with Reconstruction Models Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu

IJCAI 2017 ME-MD: An Effective Framework for Neural Machine Translation with Multiple Encoders and Decoders Jinchao Zhang, Qun Liu, Jie Zhou

IJCAI 2015 Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction Wenbin Jiang, Qun Liu, Thepchai Supnithi

IJCAI 2015 Syntax-Based Deep Matching of Short Texts Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu

AAAI 2014 Joint Morphological Generation and Syntactic Linearization Linfeng Song, Yue Zhang, Kai Song, Qun Liu

JAIR 2014 Topic-Based Dissimilarity and Sensitivity Models for Translation Rule Selection Min Zhang, Xinyan Xiao, Deyi Xiong, Qun Liu

IJCAI 2013 Modeling Lexical Cohesion for Document-Level Machine Translation Deyi Xiong, Guosheng Ben, Min Zhang, Yajuan Lv, Qun Liu

AAAI 2010 Forest-Based Semantic Role Labeling Hao Xiong, Haitao Mi, Yang Liu, Qun Liu