| 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 | 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 | 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 | CSCWD | P4-INT-Based Network Intrusion Detection Method Using CNN-BiLSTM with Multi-Head Attention. | Yingying Shao, Shuaishuai Wen, Chengjie Sun |
| 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 | IJCNN | Multi-View Contrastive Parsing Network for Emotion Recognition in Multi-Party Conversations. | Yunhe Xie, Chengjie Sun, Bingquan Liu, Zhenzhou Ji |
| 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 |
| 2022 | ICASSP | A Commonsense Knowledge Enhanced Network with Retrospective Loss for Emotion Recognition in Spoken Dialog. | Yunhe Xie, Chengjie Sun, Zhenzhou Ji |
| 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 |
| 2020 | CIKM | Rotate3D: Representing Relations as Rotations in Three-Dimensional Space for Knowledge Graph Embedding. | Chang Gao, Chengjie Sun, Lili Shan, Lei Lin, Mingjiang Wang |
| 2018 | SIGIR | Combined Regression and Tripletwise Learning for Conversion Rate Prediction in Real-Time Bidding Advertising. | Lili Shan, Lei Lin, Chengjie Sun |
| 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 |
| 2016 | ICONIP | Extended Dependency-Based Word Embeddings for Aspect Extraction. | Xin Wang, Yuanchao Liu, Chengjie Sun, Ming Liu, Xiaolong Wang |
| 2015 | ACL | Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory. | Xin Wang, Yuanchao Liu, Chengjie Sun, Baoxun Wang, 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 | PACLIC | Computing Semantic Text Similarity Using Rich Features. | Yang Liu, Chengjie Sun, Lei Lin, Xiaolong Wang, Yuming Zhao |
| 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 | ICONIP | A Novel Self-Adaptive Clustering Algorithm for Dynamic Data. | Ming Liu, Lei Lin, Lili Shan, Chengjie Sun |
| 2011 | ICMLC | Semi-supervised biomedical relation classification using generalized expectation criteria. | Chengjie Sun, Lin Yao, Lei Lin, Xue-Jun Sha, Xiaolong 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 | Complex Detection Based on Integrated Properties. | Yang Yu, Lei Lin, Chengjie Sun, Xiaolong Wang, Xuan 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 | Relationship extraction from biomedical literature using Maximum Entropy based on rich features. | Lin Yao, Chengjie Sun, Xiaolong Wang, Xuan Wang |
| 2010 | ICMLC | An information extraction system for heterogeneous Web source. | Ting Zhou, Chengjie Sun, Lei Lin, Bingquan Liu |
| 2009 | SMC | Extracting Chinese Question-Answer Pairs from Online Forums. | Baoxun Wang, Bingquan Liu, Chengjie Sun, Xiaolong Wang, Lin Sun |
| 2009 | SMC | CRF-based Active Learning for Chinese Named Entity Recognition. | Lin Yao, Chengjie Sun, Shaofeng Li, Xiaolong Wang, Xuan Wang |
| 2008 | IJCNLP | A Study of Chinese Lexical Analysis Based on Discriminative Models. | Guang-Lu Sun, Chengjie Sun, Ke Sun, Xiaolong Wang |
| 2008 | IJCNLP | Name Origin Recognition Using Maximum Entropy Model and Diverse Features. | Min Zhang, Chengjie Sun, Haizhou Li, AiTi Aw, Chew Lim Tan, Xiaolong Wang |