📝 Publications
TNNLS 2025On Imbalance in Case Types: Evaluating and Enhancing PLMs for Criminal Court View Generation, Yuquan Le, Zheng Xiao, Yan Ding, Eng Siong Chng, Kenli Li.ICLR 2025Neural Causal Graph for Interpretable and Intervenable Classification, Jiawei Wang, Shaofei Lu, Da Cao, Dongyu Wang, Yuquan Le, Zhe Quan, Tat-Seng Chua.COLING 2025TermDiffuSum: A Term-guided Diffusion Model for Extractive Summarization of Legal Documents, Xiangyun Dong, Wei Li, Yuquan Le, Zhangyue Jiang, Junxi Zhong and Zhong Wang.ESWA 2025Spatial–temporal video grounding with cross-modal understanding and enhancement, Shu Luo, Jingyu Pan, Da Cao, Jiawei Wang, Yuquan Le, Meng Liu.计算机科学 2025辅助判决的案情要素关联与证据提取, 刘衍伦, 肖正, 聂振宇, 乐雨泉, 李肯立TALSP 2024R²: A Novel Recall & Ranking Framework for Legal Judgment Prediction, Yuquan Le, Zhe Quan, Jiawei Wang, Da Cao, Kenli Li.ESWA 2024Topology-aware Multi-task Learning Framework for Civil Case Judgment Prediction, Yuquan Le, Sheng Xiao, Zheng Xiao, Kenli Li.TNNLS 2024Graph Reasoning With Supervised Contrastive Learning for Legal Judgment Prediction, Jiawei Wang, Yuquan Le, Da Cao, Shaofei Lu, Zhe Quan, Meng Wang.TSC 2023Loader: A log anomaly detector based on transformer, Tong Xiao, Zhe Quan, Zhi-Jie Wang, Yuquan Le, Yunfei Du, Xiangke Liao, Kenli Li, Keqin Li.ACM MM 2023Deconfounded Multimodal Learning for Spatio-temporal Video Grounding, Jiawei Wang, Zhanchang Ma, Da Cao, Yuquan Le, Junbin Xiao, Tat-Seng Chua.ICASSP 2022Building robust spoken language understanding by cross attention between phoneme sequence and asr hypothesis, Zexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen, Xiaodong He.IDA 2022IACN: Interactive attention capsule network for similar case matching, Hui Li, Jin Lu, Yuquan Le, Jiawei He.JCST 2022Enhancing N-Gram based metrics with semantics for better evaluation of abstractive text summarization, Jia-Wei He, Wen-Jun Jiang, Guo-Bang Chen, Yu-Quan Le, Xiao-Fei Ding.CIKM 2022Legal charge prediction via bilinear attention network, Yuquan Le, Yuming Zhao, Meng Chen, Zhe Quan, Xiaodong He, Kenli Li.ECAI 2020Learning to predict charges for legal judgment via self-attentive capsule network, Yuquan Le, Congqing He, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou.AACL 2020BCTH: A Novel Text Hashing Approach via Bayesian Clustering, Ying Wenjie, Yuquan Le, Hantao Xiong.ICANN 2019SECaps: a sequence enhanced capsule model for charge prediction, Congqing He, Li Peng, Yuquan Le, Jiawei He, Xiangyu Zhu.TALSP 2019An efficient framework for sentence similarity modeling, Zhe Quan, Zhi-Jie Wang, Yuquan Le, Bin Yao, Kenli Li, Jian Yin.IJCAI 2018ACV-tree: A New Method for Sentence Similarity Modeling, Yuquan Le, Zhi-Jie Wang, Zhe Quan, Jiawei He, Bin Yao.
