| 2026 | AAAI | SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening. | Zeyu Xia, Chenxi Sun, Tianyu Xin, Yubo Zeng, Haoyu Chen, Liang-Jian Deng |
| 2026 | ACL | ERRV: Eliciting Efficient Reasoning through Reasoning Vectors for Policy Optimization in Large Language Models. | Zhuowen Han, Lei Yang, Renren Jin, Dan Shi, Chenxi Sun, Deyi Xiong |
| 2025 | ACL | Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search. | Linhao Yu, Xingguang Ji, Yahui Liu, Fanheng Kong, Chenxi Sun, Jingyuan Zhang, Hongzhi Zhang, Victoria W., Fuzheng Zhang, Deyi Xiong |
| 2024 | COLING | Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. | Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong |
| 2024 | ICLR | TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. | Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong |
| 2024 | INDIN | CLLA: A Fault Diagnosis Method for Abnormal Fluctuation of Rolling Force in Hot Continuous Rolling System. | Xinkai Xu, Chenxi Sun, Zheng Qi, Xuejiao Chen |
| 2023 | Interspeech | EE-TTS: Emphatic Expressive TTS with Linguistic Information. | Yi Zhong, Chen Zhang, Xule Liu, Chenxi Sun, Weishan Deng, Haifeng Hu, Zhongqian Sun |
| 2022 | CIKM | Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. | Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | CIKM | Confidence-Guided Learning Process for Continuous Classification of Time Series. | Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | IJCAI | Hypergraph Structure Learning for Hypergraph Neural Networks. | Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | SDM | Hypergraph Contrastive Learning for Electronic Health Records. | Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | SDM | GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. | Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li |
| 2021 | EMNLP | Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context. | Huibin Ge, Chenxi Sun, Deyi Xiong, Qun Liu |
| 2021 | IJCAI | TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. | Chenxi Sun, Shenda Hong, Moxian Song, Yen-hsiu Chou, Yongyue Sun, Derun Cai, Hongyan Li |
| 2018 | SECON | Optimal Citizen-Centric Sensor Placement for Citywide Environmental Monitoring - A Submodular Approach. | Chenxi Sun, Victor O. K. Li, Jacqueline C. K. Lam |
| 2015 | INFOCOM | Granger-Causality-based air quality estimation with spatio-temporal (S-T) heterogeneous big data. | Julie Yixuan Zhu, Chenxi Sun, Victor O. K. Li |