| 2026 | AAAI | ProFuser: Progressive Fusion of Large Language Models. | Tianyuan Shi, Fanqi Wan, Canbin Huang, Xiaojun Quan, Chenliang Li, Ming Yan, Ji Zhang, Minhua Huang, Wu Kai |
| 2026 | ACL | ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents. | Tianjian Liu, Fanqi Wan, Jiajian Guo, Xiaojun Quan |
| 2025 | ACL | Cool-Fusion: Fuse Large Language Models without Training. | Cong Liu, Xiaojun Quan, Yan Pan, Weigang Wu, Xu Chen, Liang Lin |
| 2025 | ACL | Mutual-Taught for Co-adapting Policy and Reward Models. | Tianyuan Shi, Canbin Huang, Fanqi Wan, Longguang Zhong, Ziyi Yang, Weizhou Shen, Xiaojun Quan, Ming Yan |
| 2025 | ACL | BlockPruner: Fine-grained Pruning for Large Language Models. | Longguang Zhong, Fanqi Wan, Ruijun Chen, Xiaojun Quan, Liangzhi Li |
| 2025 | COLING | Edit-Wise Preference Optimization for Grammatical Error Correction. | Jiehao Liang, Haihui Yang, Shiping Gao, Xiaojun Quan |
| 2025 | EMNLP | ReAlign: Structured Revision for Small Language Model Alignment. | Ruijun Chen, Jiajian Guo, Hongzhan Chen, Fanqi Wan, Qifan Wang, Xiaojun Quan |
| 2025 | EMNLP | ThinkSwitcher: When to Think Hard, When to Think Fast. | Guosheng Liang, Longguang Zhong, Ziyi Yang, Xiaojun Quan |
| 2025 | EMNLP | FuseChat: Knowledge Fusion of Chat Models. | Fanqi Wan, Longguang Zhong, Ziyi Yang, Ruijun Chen, Xiaojun Quan |
| 2025 | ICLR | Advantage-Guided Distillation for Preference Alignment in Small Language Models. | Shiping Gao, Fanqi Wan, Jiajian Guo, Xiaojun Quan, Qifan Wang |
| 2025 | ICLR | Weighted-Reward Preference Optimization for Implicit Model Fusion. | Ziyi Yang, Fanqi Wan, Longguang Zhong, Tianyuan Shi, Xiaojun Quan |
| 2025 | ICML | Discriminative Policy Optimization for Token-Level Reward Models. | Hongzhan Chen, Tao Yang, Shiping Gao, Ruijun Chen, Xiaojun Quan, Hongtao Tian, Ting Yao |
| 2024 | ACL | SocialBench: Sociality Evaluation of Role-Playing Conversational Agents. | Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Gao Xing, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang |
| 2024 | ACL | Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector. | Haihui Yang, Xiaojun Quan |
| 2024 | EMNLP | Self-Evolution Fine-Tuning for Policy Optimization. | Ruijun Chen, Jiehao Liang, Shiping Gao, Fanqi Wan, Xiaojun Quan |
| 2024 | EMNLP | Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. | Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang |
| 2024 | EMNLP | Knowledge Verification to Nip Hallucination in the Bud. | Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2024 | ICLR | Knowledge Fusion of Large Language Models. | Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2023 | AAAI | A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension. | Zenan Xu, Linjun Shou, Jian Pei, Ming Gong, Qinliang Su, Xiaojun Quan, Daxin Jiang |
| 2023 | AAAI | Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection. | Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang |
| 2023 | ACL | Clustering-Aware Negative Sampling for Unsupervised Sentence Representation. | Jinghao Deng, Fanqi Wan, Tao Yang, Xiaojun Quan, Rui Wang |
| 2023 | ACL | Disentangled Phonetic Representation for Chinese Spelling Correction. | Zihong Liang, Xiaojun Quan, Qifan Wang |
| 2023 | ACL | Joint Generator-Ranker Learning for Natural Language Generation. | Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen |
| 2023 | ACL | MUSTIE: Multimodal Structural Transformer for Web Information Extraction. | Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Zenglin Xu, Shaoliang Nie, Sinong Wang, Madian Khabsa, Hamed Firooz, Dongfang Liu |
| 2023 | ACL | Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog. | Fanqi Wan, Weizhou Shen, Ke Yang, Xiaojun Quan, Wei Bi |
| 2023 | ACL | AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression. | Siyue Wu, Hongzhan Chen, Xiaojun Quan, Qifan Wang, Rui Wang |
| 2023 | ACL | MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction. | Li Yang, Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Yu Chen, Madian Khabsa, Sinong Wang, Zenglin Xu, Dongfang Liu |
| 2023 | EMNLP | MCC-KD: Multi-CoT Consistent Knowledge Distillation. | Hongzhan Chen, Siyue Wu, Xiaojun Quan, Rui Wang, Ming Yan, Ji Zhang |
| 2023 | EMNLP | Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System. | Weizhou Shen, Yingqi Gao, Canbin Huang, Fanqi Wan, Xiaojun Quan, Wei Bi |
| 2023 | EMNLP | Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems. | Tianyuan Shi, Liangzhi Li, Zijian Lin, Tao Yang, Xiaojun Quan, Qifan Wang |
| 2023 | EMNLP | APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models. | Qifan Wang, Yuning Mao, Jingang Wang, Hanchao Yu, Shaoliang Nie, Sinong Wang, Fuli Feng, Lifu Huang, Xiaojun Quan, Zenglin Xu, Dongfang Liu |
| 2023 | EMNLP | Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration. | Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2023 | EMNLP | PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection. | Tao Yang, Tianyuan Shi, Fanqi Wan, Xiaojun Quan, Qifan Wang, Bingzhe Wu, Jiaxiang Wu |
| 2023 | ICASSP | Generic Dependency Modeling for Multi-Party Conversation. | Weizhou Shen, Xiaojun Quan, Ke Yang |
| 2022 | COLING | Autoregressive Entity Generation for End-to-End Task-Oriented Dialog. | Guanhuan Huang, Xiaojun Quan, Qifan Wang |
| 2022 | EMNLP | XPrompt: Exploring the Extreme of Prompt Tuning. | Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song |
| 2022 | EMNLP | Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. | Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma |
| 2022 | IJCAI | GL-RG: Global-Local Representation Granularity for Video Captioning. | Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu |
| 2022 | WWW | WebFormer: The Web-page Transformer for Structure Information Extraction. | Qifan Wang, Yi Fang, Anirudh Ravula, Fuli Feng, Xiaojun Quan, Dongfang Liu |
| 2022 | WWW | Deep Partial Multiplex Network Embedding. | Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu |
| 2021 | AAAI | DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition. | Weizhou Shen, Junqing Chen, Xiaojun Quan, Zhixian Xie |
| 2021 | AAAI | UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2. | Yunyi Yang, Yunhao Li, Xiaojun Quan |
| 2021 | AAAI | Multi-Document Transformer for Personality Detection. | Feifan Yang, Xiaojun Quan, Yunyi Yang, Jianxing Yu |
| 2021 | ACL | Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory. | Yunhao Li, Yunyi Yang, Xiaojun Quan, Jianxing Yu |
| 2021 | ACL | Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene. | Ruikun Luo, Guanhuan Huang, Xiaojun Quan |
| 2021 | ACL | Directed Acyclic Graph Network for Conversational Emotion Recognition. | Weizhou Shen, Siyue Wu, Yunyi Yang, Xiaojun Quan |
| 2021 | ACL | Syntax-Enhanced Pre-trained Model. | Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong, Wanjun Zhong, Xiaojun Quan, Daxin Jiang, Nan Duan |
| 2021 | ACL | Psycholinguistic Tripartite Graph Network for Personality Detection. | Tao Yang, Feifan Yang, Haolan Ouyang, Xiaojun Quan |
| 2021 | EMNLP | Learning to Answer Psychological Questionnaire for Personality Detection. | Feifan Yang, Tao Yang, Xiaojun Quan, Qinliang Su |
| 2021 | ICASSP | Progressive Dialogue State Tracking for Multi-Domain Dialogue Systems. | Jiahao Wang, Minqian Liu, Xiaojun Quan |
| 2020 | ACL | Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation. | Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling, Yan Song |
| 2020 | ACL | Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge. | Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang, Yonggang Wang |
| 2020 | ACL | Relational Graph Attention Network for Aspect-based Sentiment Analysis. | Kai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang |
| 2020 | ACL | Multi-Domain Dialogue Acts and Response Co-Generation. | Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu |
| 2020 | ACL | Low-Resource Generation of Multi-hop Reasoning Questions. | Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan, Jian Yin |
| 2020 | COLING | Multi-choice Relational Reasoning for Machine Reading Comprehension. | Wuya Chen, Xiaojun Quan, Chunyu Kit, Zhengcheng Min, Jiahai Wang |
| 2020 | COLING | Embedding Dynamic Attributed Networks by Modeling the Evolution Processes. | Zenan Xu, Zijing Ou, Qinliang Su, Jianxing Yu, Xiaojun Quan, Zhenkun Lin |
| 2020 | COLING | Constituency Lattice Encoding for Aspect Term Extraction. | Yunyi Yang, Kun Li, Xiaojun Quan, Weizhou Shen, Qinliang Su |
| 2020 | WWW | Generating Multi-hop Reasoning Questions to Improve Machine Reading Comprehension. | Jianxing Yu, Xiaojun Quan, Qinliang Su, Jian Yin |
| 2019 | ACL | BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization. | Kai Wang, Xiaojun Quan, Rui Wang |
| 2019 | EMNLP | A Deep Neural Information Fusion Architecture for Textual Network Embeddings. | Zenan Xu, Qinliang Su, Xiaojun Quan, Weijia Zhang |
| 2018 | ICONIP | Gated Convolutional Networks for Commonsense Machine Comprehension. | Wuya Chen, Xiaojun Quan, Chengbo Chen |
| 2015 | IJCAI | Regularizing Flat Latent Variables with Hierarchical Structures. | Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge |
| 2015 | IJCAI | Short and Sparse Text Topic Modeling via Self-Aggregation. | Xiaojun Quan, Chunyu Kit, Yong Ge, Sinno Jialin Pan |
| 2013 | ACL | Non-Monotonic Sentence Alignment via Semisupervised Learning. | Xiaojun Quan, Chunyu Kit, Yan Song |
| 2012 | SIGIR | Emotion tagging for comments of online news by meta classification with heterogeneous information sources. | Ying Zhang, Yi Fang, Xiaojun Quan, Lin Dai, Luo Si, Xiaojie Yuan |
| 2011 | ICDM | Longitudinal Sales Responses with Online Reviews. | Xiaojun Quan, Liu Wenyin, Wenyu Dou |
| 2009 | APWEB | User Feedback for Improving Question Categorization in Web-Based Question Answering Systems. | Wanpeng Song, Liu Wenyin, Naijie Gu, Xiaojun Quan |
| 2008 | SIGIR | Adaptive label-driven scaling for latent semantic indexing. | Xiaojun Quan, Enhong Chen, Qiming Luo, Hui Xiong |