Adaptive label-driven scaling for latent semantic indexing. - Xiaojun Quan; Enhong Chen; Qiming Luo; Hui Xiong 001 (SIGIR, 2008)

User Feedback for Improving Question Categorization in Web-Based Question Answering Systems. - Wanpeng Song; Liu Wenyin; Naijie Gu; Xiaojun Quan (APWeb/WAIM Workshops, 2009)

Latent Link Analysis for Expert Finding in User-Interactive Question Answering Services. - Yao Lu; Xiaojun Quan; Xingliang Ni; Wenyin Liu; Yinlong Xu (SKG, 2009)

Short Text Clustering for Search Results. - Xingliang Ni; Zhi Lu; Xiaojun Quan; Wenyin Liu; Bei Hua (APWeb/WAIM, 2009)

Exploring the Sentiment Strength of User Reviews. - Yao Lu; Xiangfei Kong; Xiaojun Quan; Wenyin Liu; Yinlong Xu (WAIM, 2010)

Discovering phishing target based on semantic link network. - Liu Wenyin; Ning Fang; Xiaojun Quan; Bite Qiu; Gang Liu 008 (Future Gener. Comput. Syst., 2010)

A short text modeling method combining semantic and statistical information. - Liu Wenyin; Xiaojun Quan; Min Feng; Bite Qiu (Inf. Sci., 2010)

Short text similarity based on probabilistic topics. - Xiaojun Quan; Gang Liu 008; Zhi Lu; Xingliang Ni; Liu Wenyin (Knowl. Inf. Syst., 2010)

Longitudinal Sales Responses with Online Reviews. - Xiaojun Quan; Liu Wenyin; Wenyu Dou (ICDM Workshops, 2011)

Automatic categorization of questions for user-interactive question answering. - Wanpeng Song; Liu Wenyin; Naijie Gu; Xiaojun Quan; Tianyong Hao (Inf. Process. Manag., 2011)

Short text clustering by finding core terms. - Xingliang Ni; Xiaojun Quan; Zhi Lu; Liu Wenyin; Bei Hua (Knowl. Inf. Syst., 2011)

Term Weighting Schemes for Question Categorization. - Xiaojun Quan; Liu Wenyin; Bite Qiu (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Towards modeling question popularity in community question answering. - Xiaojun Quan; Yao Lu; Wenyin Liu (ICCI*CC, 2012)

BuildingWord-Emotion Mapping Dictionary for Online News. - Yanghui Rao; Xiaojun Quan; Liu Wenyin; Qing Li 001; Mingliang Chen (SDAD@ECML/PKDD, 2012)

Emotion tagging for comments of online news by meta classification with heterogeneous information sources. - Ying Zhang 015; Yi Fang 008; Xiaojun Quan; Lin Dai; Luo Si; Xiaojie Yuan (SIGIR, 2012)

Link Graph Analysis for Business Site Selection. - Xiaojun Quan; Liu Wenyin; Wenyu Dou; Hui Xiong 001; Yong Ge (Computer, 2012)

Antiphishing through Phishing Target Discovery. - Liu Wenyin; Gang Liu 008; Bite Qiu; Xiaojun Quan (IEEE Internet Comput., 2012)

User interest modeling and its application for question recommendation in user-interactive question answering systems. - Xingliang Ni; Yao Lu; Xiaojun Quan; Liu Wenyin; Bei Hua (Inf. Process. Manag., 2012)

Semantic Link Analysis for Finding Answer Experts. - Yao Lu; Xiaojun Quan; Jingsheng Lei; Xingliang Ni; Wenyin Liu; Yinlong Xu (J. Inf. Sci. Eng., 2012)

Analyzing Question Attractiveness in Community Question Answering. - Xiaojun Quan; Liu Wenyin (Modern Advances in Intelligent Systems and Tools, 2012)

Non-Monotonic Sentence Alignment via Semisupervised Learning. - Xiaojun Quan; Chunyu Kit; Yan Song 003 (ACL (1), 2013)

Feature selection for high-dimensional imbalanced data. - Liuzhi Yin; Yong Ge; Keli Xiao; Xuehua Wang; Xiaojun Quan (Neurocomputing, 2013)

Towards building a social emotion detection system for online news. - Jingsheng Lei; Yanghui Rao; Qing Li 001; Xiaojun Quan; Liu Wenyin (Future Gener. Comput. Syst., 2014)

Affective topic model for social emotion detection. - Yanghui Rao; Qing Li 001; Wenyin Liu; Qingyuan Wu; Xiaojun Quan (Neural Networks, 2014)

Regularizing Flat Latent Variables with Hierarchical Structures. - Rongcheng Lin; Huayu Li; Xiaojun Quan; Richang Hong; Zhiang Wu 001; Yong Ge (IJCAI, 2015)

Short and Sparse Text Topic Modeling via Self-Aggregation. - Xiaojun Quan; Chunyu Kit; Yong Ge; Sinno Jialin Pan (IJCAI, 2015)

Towards non-monotonic sentence alignment. - Xiaojun Quan; Chunyu Kit (Inf. Sci., 2015)

Latent Discriminative Models for Social Emotion Detection with Emotional Dependency. - Xiaojun Quan; Qifan Wang 001; Ying Zhang 015; Luo Si; Wenyin Liu (ACM Trans. Inf. Syst., 2015)

Collaborative Matching for Sentence Alignment. - Xiaojun Quan; Chunyu Kit; Wuya Chen (CCL, 2018)

Gated Convolutional Networks for Commonsense Machine Comprehension. - Wuya Chen; Xiaojun Quan; Chengbo Chen (ICONIP (1), 2018)

BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization. - Kai Wang; Xiaojun Quan; Rui Wang 005 (ACL (1), 2019)

A Deep Neural Information Fusion Architecture for Textual Network Embeddings. - Zenan Xu; Qinliang Su; Xiaojun Quan; Weijia Zhang (EMNLP/IJCNLP (1), 2019)

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation. - Kun Li 003; Chengbo Chen; Xiaojun Quan; Qing Ling; Yan Song 003 (ACL, 2020)

Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge. - Yuanhe Tian; Yan Song 003; Xiang Ao 001; Fei Xia 004; Xiaojun Quan; Tong Zhang 001; Yonggang Wang (ACL, 2020)

Relational Graph Attention Network for Aspect-based Sentiment Analysis. - Kai Wang; Weizhou Shen; Yunyi Yang; Xiaojun Quan; Rui Wang 005 (ACL, 2020)

Multi-Domain Dialogue Acts and Response Co-Generation. - Kai Wang; Junfeng Tian; Rui Wang 005; Xiaojun Quan; Jianxing Yu (ACL, 2020)

Low-Resource Generation of Multi-hop Reasoning Questions. - Jianxing Yu; Wei Liu 061; Shuang Qiu; Qinliang Su; Kai Wang; Xiaojun Quan; Jian Yin 001 (ACL, 2020)

Multi-choice Relational Reasoning for Machine Reading Comprehension. - Wuya Chen; Xiaojun Quan; Chunyu Kit; Zhengcheng Min; Jiahai Wang (COLING, 2020)

Embedding Dynamic Attributed Networks by Modeling the Evolution Processes. - Zenan Xu; Zijing Ou; Qinliang Su; Jianxing Yu; Xiaojun Quan; Zhenkun Lin (COLING, 2020)

Constituency Lattice Encoding for Aspect Term Extraction. - Yunyi Yang; Kun Li 003; Xiaojun Quan; Weizhou Shen; Qinliang Su (COLING, 2020)

Generating Multi-hop Reasoning Questions to Improve Machine Reading Comprehension. - Jianxing Yu; Xiaojun Quan; Qinliang Su; Jian Yin 001 (WWW, 2020)

UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2. - Yunyi Yang; Yunhao Li; Xiaojun Quan (CoRR, 2020)

DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition. - Weizhou Shen; Junqing Chen; Xiaojun Quan; Zhixian Xie (AAAI, 2021)

UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2. - Yunyi Yang; Yunhao Li; Xiaojun Quan (AAAI, 2021)

Multi-Document Transformer for Personality Detection. - Feifan Yang; Xiaojun Quan; Yunyi Yang; Jianxing Yu (AAAI, 2021)

Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory. - Yunhao Li; Yunyi Yang; Xiaojun Quan; Jianxing Yu (ACL/IJCNLP (Findings), 2021)

Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene. - Ruikun Luo; Guanhuan Huang; Xiaojun Quan (ACL/IJCNLP (Findings), 2021)

Directed Acyclic Graph Network for Conversational Emotion Recognition. - Weizhou Shen; Siyue Wu; Yunyi Yang; Xiaojun Quan (ACL/IJCNLP (1), 2021)

Syntax-Enhanced Pre-trained Model. - Zenan Xu; Daya Guo; Duyu Tang; Qinliang Su; Linjun Shou; Ming Gong 001; Wanjun Zhong; Xiaojun Quan; Daxin Jiang; Nan Duan (ACL/IJCNLP (1), 2021)

Psycholinguistic Tripartite Graph Network for Personality Detection. - Tao Yang 033; Feifan Yang; Haolan Ouyang; Xiaojun Quan (ACL/IJCNLP (1), 2021)

Learning to Answer Psychological Questionnaire for Personality Detection. - Feifan Yang; Tao Yang 033; Xiaojun Quan; Qinliang Su (EMNLP (Findings), 2021)

Progressive Dialogue State Tracking for Multi-Domain Dialogue Systems. - Jiahao Wang; Minqian Liu; Xiaojun Quan (ICASSP, 2021)

GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification. - Zhiyue Liu; Jiahai Wang; Xin Du; Yanghui Rao; Xiaojun Quan (IEEE Intell. Syst., 2021)

Autoregressive Entity Generation for End-to-End Task-Oriented Dialog. - Guanhuan Huang; Xiaojun Quan; Qifan Wang 001 (COLING, 2022)

XPrompt: Exploring the Extreme of Prompt Tuning. - Fang Ma; Chen Zhang 020; Lei Ren; Jingang Wang; Qifan Wang 001; Wei Wu 014; Xiaojun Quan; Dawei Song 001 (EMNLP, 2022)

Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. - Qifan Wang 001; Li Yang; Xiaojun Quan; Fuli Feng; Dongfang Liu; Zenglin Xu; Sinong Wang; Hao Ma 001 (EMNLP, 2022)

GL-RG: Global-Local Representation Granularity for Video Captioning. - Liqi Yan; Qifan Wang 001; Yiming Cui 002; Fuli Feng; Xiaojun Quan; Xiangyu Zhang 001; Dongfang Liu (IJCAI, 2022)

AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning. - Tao Yang 033; Jinghao Deng; Xiaojun Quan; Qifan Wang 001; Shaoliang Nie (NeurIPS, 2022)

WebFormer: The Web-page Transformer for Structure Information Extraction. - Qifan Wang 001; Yi Fang 008; Anirudh Ravula; Fuli Feng; Xiaojun Quan; Dongfang Liu (WWW, 2022)

Deep Partial Multiplex Network Embedding. - Qifan Wang 001; Yi Fang 008; Anirudh Ravula; Ruining He; Bin Shen 002; Jingang Wang; Xiaojun Quan; Dongfang Liu (WWW (Companion Volume), 2022)

UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs. - Yunyi Yang; Hong Ding; Qingyi Liu; Xiaojun Quan (CoRR, 2022)

A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension. - Zenan Xu; Linjun Shou; Jian Pei 001; Ming Gong 001; Qinliang Su; Xiaojun Quan; Daxin Jiang (AAAI, 2023)

Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection. - Tao Yang 033; Jinghao Deng; Xiaojun Quan; Qifan Wang 001 (AAAI, 2023)

Clustering-Aware Negative Sampling for Unsupervised Sentence Representation. - Jinghao Deng; Fanqi Wan; Tao Yang 033; Xiaojun Quan; Rui Wang 005 (ACL (Findings), 2023)

Disentangled Phonetic Representation for Chinese Spelling Correction. - Zihong Liang; Xiaojun Quan; Qifan Wang 001 (ACL (1), 2023)

Joint Generator-Ranker Learning for Natural Language Generation. - Weizhou Shen; Yeyun Gong; Yelong Shen; Song Wang 012; Xiaojun Quan; Nan Duan; Weizhu Chen (ACL (Findings), 2023)

Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog. - Fanqi Wan; Weizhou Shen; Ke Yang; Xiaojun Quan; Wei Bi (ACL (1), 2023)

MUSTIE: Multimodal Structural Transformer for Web Information Extraction. - Qifan Wang 001; Jingang Wang; Xiaojun Quan; Fuli Feng; Zenglin Xu; Shaoliang Nie; Sinong Wang; Madian Khabsa; Hamed Firooz; Dongfang Liu (ACL (1), 2023)

AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression. - Siyue Wu; Hongzhan Chen; Xiaojun Quan; Qifan Wang 001; Rui Wang 005 (ACL (1), 2023)

MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction. - Li Yang; Qifan Wang 001; Jingang Wang; Xiaojun Quan; Fuli Feng; Yu Chen 022; Madian Khabsa; Sinong Wang; Zenglin Xu; Dongfang Liu (ACL (Findings), 2023)

MCC-KD: Multi-CoT Consistent Knowledge Distillation. - Hongzhan Chen; Siyue Wu; Xiaojun Quan; Rui Wang 005; Ming Yan 008; Ji Zhang 011 (EMNLP (Findings), 2023)

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System. - Weizhou Shen; Yingqi Gao; Canbin Huang; Fanqi Wan; Xiaojun Quan; Wei Bi (EMNLP, 2023)

Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems. - Tianyuan Shi; Liangzhi Li 004; Zijian Lin; Tao Yang 033; Xiaojun Quan; Qifan Wang 001 (EMNLP, 2023)

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration. - Fanqi Wan; Xinting Huang; Tao Yang 033; Xiaojun Quan; Wei Bi; Shuming Shi 001 (EMNLP, 2023)

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models. - Qifan Wang 001; Yuning Mao; Jingang Wang; Hanchao Yu; Shaoliang Nie; Sinong Wang; Fuli Feng; Lifu Huang; Xiaojun Quan; Zenglin Xu; Dongfang Liu (EMNLP, 2023)

PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection. - Tao Yang 033; Tianyuan Shi; Fanqi Wan; Xiaojun Quan; Qifan Wang 001; Bingzhe Wu; Jiaxiang Wu 001 (EMNLP (Findings), 2023)

Generic Dependency Modeling for Multi-Party Conversation. - Weizhou Shen; Xiaojun Quan; Ke Yang (ICASSP, 2023)

A Unified Generation Approach for Robust Dialogue State Tracking. - Zijian Lin; Beizhang Guo; Tianyuan Shi; Yunhao Li; Xiaojun Quan; Liangzhi Li 004 (NLPCC (1), 2023)

Compound Aspect Extraction by Augmentation and Constituency Lattice. - Xiaojun Quan; Zhengcheng Min; Kun Li 003; Yunyi Yang (IEEE Trans. Affect. Comput., 2023)

Multi-Hop Reasoning Question Generation and Its Application. - Jianxing Yu; Qinliang Su; Xiaojun Quan; Jian Yin 001 (IEEE Trans. Knowl. Data Eng., 2023)

SocialBench: Sociality Evaluation of Role-Playing Conversational Agents. - Hongzhan Chen; Hehong Chen; Ming Yan 008; Wenshen Xu; Gao Xing; Weizhou Shen; Xiaojun Quan; Chenliang Li; Ji Zhang 011; Fei Huang 002 (ACL (Findings), 2024)

Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector. - Haihui Yang; Xiaojun Quan (ACL (Findings), 2024)

Self-Evolution Fine-Tuning for Policy Optimization. - Ruijun Chen 001; Jiehao Liang; Shiping Gao; Fanqi Wan; Xiaojun Quan (EMNLP (Findings), 2024)

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. - Weizhou Shen; Chenliang Li; Hongzhan Chen; Ming Yan 008; Xiaojun Quan; Hehong Chen; Ji Zhang 011; Fei Huang 002 (EMNLP, 2024)

Knowledge Verification to Nip Hallucination in the Bud. - Fanqi Wan; Xinting Huang; Leyang Cui; Xiaojun Quan; Wei Bi; Shuming Shi 001 (EMNLP, 2024)

Knowledge Fusion of Large Language Models. - Fanqi Wan; Xinting Huang; Deng Cai 002; Xiaojun Quan; Wei Bi; Shuming Shi 001 (ICLR, 2024)

Knowledge Distillation for Closed-Source Language Models. - Hongzhan Chen; Xiaojun Quan; Hehong Chen; Ming Yan 008; Ji Zhang 011 (CoRR, 2024)

Mitigating Hallucinations of Large Language Models via Knowledge Consistent Alignment. - Fanqi Wan; Xinting Huang; Leyang Cui; Xiaojun Quan; Wei Bi; Shuming Shi 001 (CoRR, 2024)

FuseChat: Knowledge Fusion of Chat Models. - Fanqi Wan; Ziyi Yang; Longguang Zhong; Xiaojun Quan; Xinting Huang; Wei Bi (CoRR, 2024)

RoleInteract: Evaluating the Social Interaction of Role-Playing Agents. - Hongzhan Chen; Hehong Chen; Ming Yan 008; Wenshen Xu; Xing Gao; Weizhou Shen; Xiaojun Quan; Chenliang Li; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

Cool-Fusion: Fuse Large Language Models without Training. - Cong Liu; Xiaojun Quan; Yan Pan; Liang Li 003; Weigang Wu; Xu Chen 004 (CoRR, 2024)

ProFuser: Progressive Fusion of Large Language Models. - Tianyuan Shi; Fanqi Wan; Canbin Huang; Xiaojun Quan; Chenliang Li; Ming Yan 008; Ji Zhang 011 (CoRR, 2024)

FuseChat: Knowledge Fusion of Chat Models. - Fanqi Wan; Longguang Zhong; Ziyi Yang; Ruijun Chen 001; Xiaojun Quan (CoRR, 2024)

Multi-Party Conversation Modeling for Emotion Recognition. - Xiaojun Quan; Siyue Wu; Junqing Chen; Weizhou Shen; Jianxing Yu (IEEE Trans. Affect. Comput., 2024)

Multi-Task Multi-Attention Transformer for Generative Named Entity Recognition. - Ying Mo; Jiahao Liu; Hongyin Tang; Qifan Wang 001; Zenglin Xu; Jingang Wang; Xiaojun Quan; Wei Wu 014; Zhoujun Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Cool-Fusion: Fuse Large Language Models without Training. - Cong Liu; Xiaojun Quan; Yan Pan; Weigang Wu; Xu Chen 004; Liang Lin (ACL (1), 2025)

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 008 (ACL (1), 2025)

BlockPruner: Fine-grained Pruning for Large Language Models. - Longguang Zhong; Fanqi Wan; Ruijun Chen 001; Xiaojun Quan; Liangzhi Li 004 (ACL (Findings), 2025)

Edit-Wise Preference Optimization for Grammatical Error Correction. - Jiehao Liang; Haihui Yang; Shiping Gao; Xiaojun Quan (COLING, 2025)

Advantage-Guided Distillation for Preference Alignment in Small Language Models. - Shiping Gao; Fanqi Wan; Jiajian Guo; Xiaojun Quan; Qifan Wang 001 (ICLR, 2025)

Weighted-Reward Preference Optimization for Implicit Model Fusion. - Ziyi Yang; Fanqi Wan; Longguang Zhong; Tianyuan Shi; Xiaojun Quan (ICLR, 2025)

PsyPlay: Personality-Infused Role-Playing Conversational Agents. - Tao Yang 033; Yuhua Zhu; Xiaojun Quan; Cong Liu; Qifan Wang 001 (CoRR, 2025)

FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion. - Ziyi Yang; Fanqi Wan; Longguang Zhong; Canbin Huang; Guosheng Liang; Xiaojun Quan (CoRR, 2025)

FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion. - Longguang Zhong; Fanqi Wan; Ziyi Yang; Guosheng Liang; Tianyuan Shi; Xiaojun Quan (CoRR, 2025)

ThinkSwitcher: When to Think Hard, When to Think Fast. - Guosheng Liang; Longguang Zhong; Ziyi Yang; Xiaojun Quan (CoRR, 2025)

Discriminative Policy Optimization for Token-Level Reward Models. - Hongzhan Chen; Tao Yang 033; Shiping Gao; Ruijun Chen 001; Xiaojun Quan; Hongtao Tian; Ting Yao (CoRR, 2025)