| 2026 | ACL | Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths. | Yijie Huang, Xiaocui Yang, Shi Feng, Wen Zhang, Kaisong Song, Yifei Zhang, Daling Wang |
| 2026 | ACL | SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation. | Chenxi Lin, Zhuoren Jiang, Kaisong Song, Yiquan Wu |
| 2026 | ACL | SAD: A Large-Scale Strategic Argumentative Dialogue Dataset. | Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schtze |
| 2026 | ACL | LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation. | Weikang Yuan, Kaisong Song, Zhuoren Jiang, Junjie Cao, Yujie Zhang, Jun Lin, Kun Kuang, Ji Zhang, Xiaozhong Liu |
| 2025 | COLING | COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction. | Qingting Xu, Kaisong Song, Chaoqun Liu, Yangyang Kang, Xiabing Zhou, Jun Lin, Yu Hong |
| 2025 | EMNLP | Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration. | Xurui Li, Wanghaijiao, Kaisong Song, Rui Zhu, Haixu Tang |
| 2025 | EMNLP | Language Models as Continuous Self-Evolving Data Engineers. | Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song |
| 2024 | AAAI | Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. | Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu |
| 2024 | ACL | STICKERCONV: Generating Multimodal Empathetic Responses from Scratch. | Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song |
| 2024 | COLING | PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. | Xurui Li, Kaisong Song, Tianqianjin Lin, Yangyang Kang, Fubang Zhao, Changlong Sun, Xiaozhong Liu |
| 2024 | COLING | Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. | Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu |
| 2024 | EMNLP | Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. | Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu |
| 2024 | SIGIR | Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. | Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu |
| 2023 | AAAI | A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. | Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu |
| 2023 | EMNLP | STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. | Xurui Li, Yue Qin, Rui Zhu, Tianqianjin Lin, Yongming Fan, Yangyang Kang, Kaisong Song, Fubang Zhao, Changlong Sun, Haixu Tang, Xiaozhong Liu |
| 2023 | EMNLP | Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting. | Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Yangyang Kang, Jiaxiang Chen, Guodong Zhou |
| 2023 | EMNLP | Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. | Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu |
| 2023 | IJCNN | GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction. | Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Jiaxiang Chen, Yangyang Kang, Guodong Zhou |
| 2022 | CCS | Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. | Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu |
| 2022 | DASFAA | Collaborative Filtering for Recommendation in Geometric Algebra. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2021 | AAAI | A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training. | Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang |
| 2021 | AAAI | Evidence Aware Neural Pornographic Text Identification for Child Protection. | Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu |
| 2021 | DASFAA | Which Node Pair and What Status? Asking Expert for Better Network Embedding. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2021 | EMNLP | A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. | Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu |
| 2020 | EMNLP | Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. | Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si |
| 2020 | IJCAI | EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness. | Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang |
| 2019 | EMNLP | Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning. | Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang |
| 2019 | IJCAI | Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis. | Kaisong Song, Wei Gao, Lujun Zhao, Jun Lin, Changlong Sun, Xiaozhong Liu |
| 2019 | WWW | Review Response Generation in E-Commerce Platforms with External Product Information. | Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu |
| 2018 | EMNLP | A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. | Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang |
| 2017 | IJCAI | Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness. | Kaisong Song, Wei Gao, Shi Feng, Daling Wang, Kam-Fai Wong, Chengqi Zhang |
| 2016 | WWW | PerSentiment: A Personalized Sentiment Classification System for Microblog Users. | Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang |
| 2016 | SIGIR | Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization. | Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang |
| 2015 | IJCAI | Personalized Sentiment Classification Based on Latent Individuality of Microblog Users. | Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong |
| 2014 | PAKDD | CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. | Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu |
| 2013 | ADMA | Online Friends Recommendation Based on Geographic Trajectories and Social Relations. | Shi Feng, Dajun Huang, Kaisong Song, Daling Wang |