| 2026 | AAAI | Sparse Attention Across Multiple-Context KV Cache. | Ziyi Cao, Qingyi Si, Jingbin Zhang, Bingquan Liu |
| 2026 | AAAI | CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning. | Shun Qian, Bingquan Liu, Chengjie Sun, Peijin Xie, Zhen Xu, Baoxun Wang |
| 2026 | ACL | ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation. | Yumeng Fu, Weitao Huang, Junjie Wu, Hao Teng, Shouduo Shang, Meishan Zhang, Bingquan Liu |
| 2026 | ACL | JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition. | Yumeng Fu, Weitao Huang, Junjie Wu, Hao Teng, Meishan Zhang, Bingquan Liu |
| 2026 | ACL | Time-for-Accuracy: Formalizing Chain-of-Thought as an Expansion of Logical Depth. | Yue Wang, Zhi Zhang, Wang Xi, Chengjie Sun, Lili Shan, Bingquan Liu |
| 2025 | AAAI | Expand VSR Benchmark for VLLM to Expertize in Spatial Rules. | Peijin Xie, Lin Sun, Bingquan Liu, Dexin Wang, Xiangzheng Zhang, Chengjie Sun, Jiajia Zhang |
| 2025 | COLING | LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics. | Yumeng Fu, Junjie Wu, Zhongjie Wang, Meishan Zhang, Lili Shan, Yulin Wu, Bingquan Liu |
| 2025 | COLING | A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion Recognition. | Yunhe Xie, Chengjie Sun, Ziyi Cao, Bingquan Liu, Zhenzhou Ji, Yuanchao Liu, Lili Shan |
| 2025 | COLING | DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features. | Zhaowen Zhang, Songhao Chen, Bingquan Liu |
| 2024 | AAAI | Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation. | Wenbo Wang, Bingquan Liu, Lili Shan, Chengjie Sun, Ben Chen, Jian Guan |
| 2024 | CIKM | UniMPC: Towards a Unified Framework for Multi-Party Conversations. | Yunhe Xie, Chengjie Sun, Yifan Liu, Zhenzhou Ji, Bingquan Liu |
| 2024 | EMNLP | Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering. | Weihe Zhai, Arkaitz Zubiaga, Bingquan Liu, Chengjie Sun, Yalong Zhao |
| 2024 | ICASSP | Mutual Information Assisted Graph Convolution Network for Cold-Start Recommendation. | Wenbo Wang, Ben Chen, Bingquan Liu, Xinxin Wang, Luwei Yang, Wen Jiang, Wei Ning, Jian Guan |
| 2024 | IJCNN | Multi-View Contrastive Parsing Network for Emotion Recognition in Multi-Party Conversations. | Yunhe Xie, Chengjie Sun, Bingquan Liu, Zhenzhou Ji |
| 2023 | AAAI | RPA: Reasoning Path Augmentation in Iterative Retrieving for Multi-Hop QA. | Ziyi Cao, Bingquan Liu, Shaobo Li |
| 2022 | ACL | How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis. | Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu |
| 2022 | EMNLP | Pre-training Language Models with Deterministic Factual Knowledge. | Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu |
| 2021 | AAAI | 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 |
| 2021 | EMNLP | Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations. | Yunhe Xie, Kailai Yang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji |
| 2021 | ICONIP | DA-GCN: A Dependency-Aware Graph Convolutional Network for Emotion Recognition in Conversations. | Yunhe Xie, Chengjie Sun, Bingquan Liu, Zhenzhou Ji |
| 2019 | ACL | Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing. | Yuanchao Liu, Bo Pang, Bingquan Liu |
| 2018 | NAACL | LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics. | Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu, Baoxun Wang, Zhuoran Wang, Xiaolong Wang |
| 2017 | EMNLP | Neural Response Generation via GAN with an Approximate Embedding Layer. | Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang, Zhuoran Wang, Chao Qi |
| 2017 | IJCNN | Incorporating loose-structured knowledge into conversation modeling via recall-gate LSTM. | Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang |
| 2015 | ICONIP | Multimodal Deep Belief Network Based Link Prediction and User Comment Generation. | Feng Liu, Bingquan Liu, Chengjie Sun, Ming Liu, Xiaolong Wang |
| 2015 | IJCAI | VRCA: A Clustering Algorithm for Massive Amount of Texts. | Ming Liu, Lei Chen, Bingquan Liu, Xiaolong Wang |
| 2014 | ACL | WINGS: Writing with Intelligent Guidance and Suggestions. | Xianjun Dai, Yuanchao Liu, Xiaolong Wang, Bingquan Liu |
| 2013 | ACL | Multimodal DBN for Predicting High-Quality Answers in cQA portals. | Haifeng Hu, Bingquan Liu, Baoxun Wang, Ming Liu, Xiaolong Wang |
| 2013 | ICMLC | Exploring social features for answer quality prediction in CQA portals. | Haifeng Hu, Bingquan Liu, Baoxun Wang, Ming Liu, Xiaolong Wang |
| 2013 | ICONIP | Deep Learning Approaches for Link Prediction in Social Network Services. | Feng Liu, Bingquan Liu, Chengjie Sun, Ming Liu, Xiaolong Wang |
| 2012 | COLING | Generating Questions from Web Community Contents. | Baoxun Wang, Bingquan Liu, Chengjie Sun, Xiaolong Wang, Deyuan Zhang |
| 2012 | ICMLC | Detecting hot topics in technology news streams. | Bo You, Ming Liu, Bingquan Liu, Xiaolong Wang |
| 2012 | SMC | Features for link prediction in social networks: A comprehensive study. | Feng Liu, Bingquan Liu, Xiaolong Wang, Ming Liu, Baoxun Wang |
| 2011 | ICMLC | Finding main topics in blogosphere using document clustering based on topic model. | Wen-Feng Xuan, Bingquan Liu, Chengjie Sun, Deyuan Zhang, Xiaolong Wang |
| 2011 | ICONIP | Making Image to Class Distance Comparable. | Deyuan Zhang, Bingquan Liu, Chengjie Sun, Xiaolong Wang |
| 2010 | ACL | Modeling Semantic Relevance for Question-Answer Pairs in Web Social Communities. | Baoxun Wang, Xiaolong Wang, Chengjie Sun, Bingquan Liu, Lin Sun |
| 2010 | CoNLL | Learning to Detect Hedges and their Scope Using CRF. | Qi Zhao, Chengjie Sun, Bingquan Liu, Yong Cheng |
| 2010 | ICMLC | SimRank: A link analysis based blogger recommendation algorithm using text similarity. | Chang Sun, Bingquan Liu, Chengjie Sun, Deyuan Zhang, Xiaolong Wang |
| 2010 | ICMLC | A clustering based fast detection algorithm for large scale duplicate emails. | Lin Sun, Bingquan Liu, Baoxun Wang, Xiaolong Wang |
| 2010 | ICMLC | An information extraction system for heterogeneous Web source. | Ting Zhou, Chengjie Sun, Lei Lin, Bingquan Liu |
| 2010 | ICPR | Learning the Kernel Combination for Object Categorization. | Deyuan Zhang, Xiaolong Wang, Bingquan Liu |
| 2009 | SMC | Extracting Chinese Question-Answer Pairs from Online Forums. | Baoxun Wang, Bingquan Liu, Chengjie Sun, Xiaolong Wang, Lin Sun |
| 2007 | SMC | Extracting domain-specific terms from unlabeled web documents by bootstrapping and term classifiers. | Tao Liu, Xiaolong Wang, Bingquan Liu, Yuanchao Liu, Minghui Li |
| 2005 | IJCNLP | Principles of Non-stationary Hidden Markov Model and Its Applications to Sequence Labeling Task. | JingHui Xiao, Bingquan Liu, Xiaolong Wang |