| 2025 | ACL | Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching. | Jianfei Zhang, Bei Li, Jun Bai, Rumei Li, Yanmeng Wang, Chenghua Lin, Wenge Rong |
| 2025 | COLING | Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment. | Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li, Chenghua Lin, Wenge Rong |
| 2024 | COLING | ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search. | Zehan Li, Jianfei Zhang, Chuantao Yin, Yuanxin Ouyang, Wenge Rong |
| 2024 | EMNLP | Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking. | Jun Bai, Zhuofan Chen, Zhenzi Li, Hanhua Hong, Jianfei Zhang, Chen Li, Chenghua Lin, Wenge Rong |
| 2024 | IJCNN | SACL: Siamese Adaptive Contrastive Learning for Recommendation. | Shikang Bao, Zhuang Liu, Chen Li, Jianfei Zhang, Guanming Chen, Yuanxin Ouyang, Wenge Rong |
| 2024 | IJCNN | Addressing Over-Squashing in GNNs with Graph Rewiring and Ordered Neurons. | Hao Li, Chen Li, Jianfei Zhang, Yuanxin Ouyang, Wenge Rong |
| 2024 | KSEM | Optimization Strategies for Knowledge Graph Based Distractor Generation. | Yingshuang Guo, Jianfei Zhang, Junjie Dong, Chen Li, Yuanxin Ouyang, Wenge Rong |
| 2023 | ADMA | Modeling of Repeated Measures for Time-to-event Prediction. | Jianfei Zhang, Lifei Chen, Shengrui Wang |
| 2023 | AINA | Analysis and Comparison of Machine Learning Models for Glucose Forecasting. | Thodore Simon, Jianfei Zhang, Shengrui Wang |
| 2023 | AINA | Unsupervised Learning via Graph Convolutional Network for Stock Trend Prediction. | Mingxuan Sun, Rongbo Chen, Jianfei Zhang, Shengrui Wang |
| 2023 | DEXA | Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making. | Jianfei Zhang, Lifei Chen, Shengrui Wang |
| 2023 | ICASSP | Permutation Invariant Training for Paraphrase Identification. | Jun Bai, Chuantao Yin, Hanhua Hong, Jianfei Zhang, Chen Li, Yanmeng Wang, Wenge Rong |
| 2022 | IJCAI | Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract). | Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye |
| 2022 | KDD | Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction. | Qianlong Wen, Zhongyu Ouyang, Jianfei Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang |
| 2021 | CIKM | Jura: Towards Automatic Compliance Assessment for Annual Reports of Listed Companies. | Zhengqi Xu, Yixuan Cao, Rongyu Cao, Guoxiang Li, Xuanqiang Liu, Yan Pang, Yangbin Wang, Jianfei Zhang, Allie Cheung, Matthew Tam, Lukas Petrikas, Ping Luo |
| 2021 | CIKM | RxNet: Rx-refill Graph Neural Network for Overprescribing Detection. | Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye |
| 2021 | EMNLP | Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval. | Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao |
| 2021 | ICASSP | Topic-Aware Dialogue Generation with Two-Hop Based Graph Attention. | Shijie Zhou, Wenge Rong, Jianfei Zhang, Yanmeng Wang, Libin Shi, Zhang Xiong |
| 2020 | ICDM | Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. | Yujie Fan, Yanfang Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, Liang Zhao |
| 2020 | IJCNN | Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. | Yanmeng Wang, Wenge Rong, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong |
| 2019 | PAKDD | Time-Dependent Survival Neural Network for Remaining Useful Life Prediction. | Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse |
| 2018 | AINA | Survival Classification with Two-Tied Labeling of Censored Data. | Aurlien Bach, Jianfei Zhang, Shengrui Wang |
| 2017 | AINA | Sequential Representation of Clinical Data for Full-Fitting Survival Prediction. | Jianfei Zhang, Lifei Chen, Aurlien Bach, Josiane Courteau, Alain Vanasse, Shengrui Wang |
| 2016 | AAAI | Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. | Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang |
| 2016 | ICDM | Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. | Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurlien Bach, Alain Vanasse |
| 2013 | GLOBECOM | A new class of data center network structures. | Jianfei Zhang, Zhiyi Fang, Guannan Qu, Si-Qing Zheng |
| 2013 | HPCC | GPU-Based Implementation of Finite Element Method for Elasticity Using CUDA. | Jianfei Zhang, Defei Shen |
| 2012 | SNPD | Token Based Scheduling Algorithm for Advanced IMOTS(N) Switch Architecture. | Jianfei Zhang, Zhiyi Fang, Hyung Jae Chang, S. Q. Zheng |
| 2011 | ICIG | Fusion of Object and Scene Based on IHS Transform and SFIM. | Youdong Ding, Xiaocheng Wei, Haibo Pang, Jianfei Zhang |
| 2011 | ICIG | A Bag-of-Feature Model for Video Semantic Annotation. | Youdong Ding, Jianfei Zhang, Jun Li, Xiaocheng Wei |