| 2026 | AAAI | MPA: Multimodal Prototype Augmentation for Few-Shot Learning. | Liwen Wu, Wei Wang, Lei Zhao, Zhan Gao, Qika Lin, Shaowen Yao, Zuozhu Liu, Bin Pu |
| 2026 | AAAI | MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning. | Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Fangzhi Xu, Qika Lin, Lingling Zhang, Rui Mao, Erik Cambria, Jun Liu |
| 2026 | AAAI | MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization. | Jian Zhang, Zhangqi Wang, Haiping Zhu, Kangda Cheng, Kai He, Bo Li, Qika Lin, Jun Liu, Erik Cambria |
| 2026 | ACL | Concept rather than Document: Context Compression via AMR-based Conceptual Entropy. | Kaize Shi, Xueyao Sun, Xiaohui Tao, Lin Li, Qika Lin, Guandong Xu |
| 2026 | ACL | MUR: Momentum Uncertainty guided Reasoning for Large Language Models. | Hang Yan, Fangzhi Xu, Rongman Xu, Yifei Li, Jian Zhang, Haoran Luo, Xiaobao Wu, Anh Tuan Luu, Haiteng Zhao, Qika Lin, Jun Liu |
| 2026 | ACL | MAXS: Meta-Adaptive Exploration with LLM Agents. | Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Yu He, Haoran Luo, Li Yuan, Lingling Zhang, Rui Mao, Qika Lin, Jun Liu |
| 2026 | WWW | ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation. | Kaibei Li, Jie Zou, Qika Lin, Weikang Guo, Qinyang He, Yang Yang |
| 2026 | WWW | Concept Relationship Embedding-Based Interactive Web Application for Explainable Medical Diagnosis. | Lei Zhao, Xingguo Lv, Qika Lin, Kaize Shi, Xiaoming Qi, Bin Pu, Kenli Li |
| 2026 | SIGIR | Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method. | Tianzhe Zhao, Jiaoyan Chen, Shuxiu Zhang, Haiping Zhu, Qika Lin, Jun Liu |
| 2025 | ACL | Crab: A Novel Configurable Role-Playing LLM with Assessing Benchmark. | Kai He, Yucheng Huang, Wenqing Wang, Delong Ran, Dongming Sheng, Junxuan Huang, Qika Lin, Jiaxing Xu, Wenqiang Liu, Mengling Feng |
| 2025 | ACL | Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models. | Qika Lin, Tianzhe Zhao, Kai He, Zhen Peng, Fangzhi Xu, Ling Huang, Jingying Ma, Mengling Feng |
| 2025 | ACL | φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation. | Fangzhi Xu, Hang Yan, Chang Ma, Haiteng Zhao, Jun Liu, Qika Lin, Zhiyong Wu |
| 2025 | EMNLP | InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care. | Kai He, Qika Lin, Hao Fei, Eng Siong Chng, Dehan Hong, Marcus Eng Hock Ong, Mengling Feng |
| 2025 | ICCV | Synergistic Prompting for Robust Visual Recognition with Missing Modalities. | Zhihui Zhang, Luanyuan Dai, Qika Lin, Yunfeng Diao, Guangyin Jin, Yufei Guo, Jing Zhang, Xiaoshuai Hao |
| 2025 | ICML | KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search. | Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu |
| 2025 | IJCAI | Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding. | Jiangfeng Sun, Kaiwen Xue, Qika Lin, Yufei Qiao, Yifan Zhu, Zhonghong Ou, Meina Song |
| 2025 | IJCAI | ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging. | Jingying Ma, Qika Lin, Ziyu Jia, Mengling Feng |
| 2025 | KDD | Self-Supervised Continual Graph Learning via Adaptive Spaced Replay on Node Proxies. | Zhen Peng, Xu Hua, Jingchen Hao, Qika Lin, Bo Dong, Chao Shen |
| 2025 | SIGIR | GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering. | Yaxian Wang, Bifan Wei, Jun Liu, Lingling Zhang, Shuting He, Jun Li, Qika Lin |
| 2025 | SIGIR | Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. | Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Haiping Zhu, Yudai Pan, Jun Liu |
| 2024 | ACL | PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering. | Fangzhi Xu, Qika Lin, Tianzhe Zhao, Jiawei Han, Jun Liu |
| 2024 | ACL | Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models. | Fangzhi Xu, Zhiyong Wu, Qiushi Sun, Siyu Ren, Fei Yuan, Shuai Yuan, Qika Lin, Yu Qiao, Jun Liu |
| 2024 | COLING | A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction. | Jian Zhang, Changlin Yang, Haiping Zhu, Qika Lin, Fangzhi Xu, Jun Liu |
| 2024 | ICDE | Contrastive Graph Representations for Logical Formulas Embedding (Extended Abstract). | Qika Lin, Jun Liu, Lingling Zhang, Yudai Pan, Xin Hu, Fangzhi Xu, Hongwei Zeng |
| 2024 | ICDE | Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract). | Yifan Zhu, Qika Lin, Hao Lu, Kaize Shi, Donglei Liu, James Chambua, Shanshan Wan, Zhendong Niu |
| 2024 | IJCAI | Understanding Public Perception Towards Weather Disasters Through the Lens of Metaphor. | Rui Mao, Qika Lin, Qiawen Liu, Gianmarco Mengaldo, Erik Cambria |
| 2024 | SIGIR | Untargeted Adversarial Attack on Knowledge Graph Embeddings. | Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu |
| 2023 | ACL | TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning. | Qika Lin, Jun Liu, Rui Mao, Fangzhi Xu, Erik Cambria |
| 2023 | KDD | WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window. | Yifan Zhu, Fangpeng Cong, Dan Zhang, Wenwen Gong, Qika Lin, Wenzheng Feng, Yuxiao Dong, Jie Tang |
| 2022 | EMNLP | Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations. | Yudai Pan, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qika Lin, Xin Hu, Qianying Wang |
| 2022 | SIGIR | Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction. | Qika Lin, Jun Liu, Fangzhi Xu, Yudai Pan, Yifan Zhu, Lingling Zhang, Tianzhe Zhao |
| 2022 | SIGIR | Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning. | Fangzhi Xu, Jun Liu, Qika Lin, Yudai Pan, Lingling Zhang |
| 2020 | WSDM | Jointly Optimized Neural Coreference Resolution with Mutual Attention. | Jie Ma, Jun Liu, Yufei Li, Xin Hu, Yudai Pan, Shen Sun, Qika Lin |