| 2026 | AAAI | X-MoGen: Unified Motion Generation Across Humans and Animals. | Xuan Wang, Kai Ruan, Liyang Qian, Guo Zhi Zhi, Chang Su, Gaoang Wang |
| 2026 | WWW | FS_GPlib: Breaking the Web-Scale Barrier - A Unified Acceleration Framework for Graph Propagation Models. | Chang Guo, Juyuan Zhang, Chang Su, Tianlong Fan, Linyuan L |
| 2025 | CIKM | Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge. | Yuhe Ji, Yilun Liu, Feiyu Yao, Minggui He, Shimin Tao, Xiaofeng Zhao, Chang Su, Xinhua Yang, Weibin Meng, Yuming Xie, Boxing Chen, Shenglin Zhang, Yongqian Sun |
| 2025 | EMNLP | Training LLMs to be Better Text Embedders through Bidirectional Reconstruction. | Chang Su, Dengliang Shi, Siyuan Huang, Jintao Du, Changhua Meng, Yu Cheng, Weiqiang Wang, Zhouhan Lin |
| 2025 | GLOBECOM | A Truth Discovery Method for Mobile Crowd Sensing in Mines Based on a Hybrid Bi-LSTM/GRU Network. | Chang Su, Haifeng Jiang, Chaogang Tang, Shuo Xiao, Huaming Wu, Ruidong Li |
| 2025 | IJCNN | SuperFC: Selective Data Utilization for a Sustainable and Effective Function-Calling Agent. | Xinhua Yang, Yilun Liu, Shimin Tao, Chunguang Zhao, Weibin Meng, Minggui He, Chang Su, Rongrong Liu, Hongxia Ma, Li Zhang, Jingzhou Du, Duan Li, Jian Gao, Hao Yang, Boxing Chen, Chuanwen Li |
| 2025 | WACV | eLIR-Net: an Efficient AI Solution for Image Retouching. | Tingting Zhao, Chenguang Liu, Kamal Jnawali, Chang Su |
| 2024 | CIKM | Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training. | Chang Su, Jiexing Qi, He Yan, Kai Zou, Zhouhan Lin |
| 2024 | COLING | CB-Whisper: Contextual Biasing Whisper Using Open-Vocabulary Keyword-Spotting. | Yuang Li, Yinglu Li, Min Zhang, Chang Su, Jiawei Yu, Mengyao Piao, Xiaosong Qiao, Miaomiao Ma, Yanqing Zhao, Hao Yang |
| 2024 | DATE | IMCE: An In-Memory Computing and Encrypting Hardware Architecture for Robust Edge Security. | Hanyong Shao, Boyi Fu, Jinghao Yang, Wenpu Luo, Chang Su, Zhiyuan Fu, Kechao Tang, Ru Huang |
| 2024 | ICDE | CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning. | Yilun Liu, Shimin Tao, Xiaofeng Zhao, Ming Zhu, Wenbing Ma, Junhao Zhu, Chang Su, Yutai Hou, Miao Zhang, Min Zhang, Hongxia Ma, Li Zhang, Hao Yang, Yanfei Jiang |
| 2024 | ICML | DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training. | Zhongkai Hao, Chang Su, Songming Liu, Julius Berner, Chengyang Ying, Hang Su, Anima Anandkumar, Jian Song, Jun Zhu |
| 2024 | IJCNN | From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation. | Haofei Zhao, Yilun Liu, Shimin Tao, Weibin Meng, Yimeng Chen, Xiang Geng, Chang Su, Min Zhang, Hao Yang |
| 2024 | Interspeech | A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting. | Yuang Li, Min Zhang, Chang Su, Yinglu Li, Xiaosong Qiao, Mengxin Ren, Miaomiao Ma, Daimeng Wei, Shimin Tao, Hao Yang |
| 2023 | COMPSAC | DA-Parser: A Pre-trained Domain-aware Parsing Framework for Heterogeneous Log Analysis. | Shimin Tao, Yilun Liu, Weibin Meng, Jingyu Wang, Yanqing Zhao, Chang Su, Weinan Tian, Min Zhang, Hao Yang, Xun Chen |
| 2023 | ICASSP | UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction. | Jiaxin Guo, Minghan Wang, Xiaosong Qiao, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhengzhe Yu, Yinglu Li, Chang Su, Min Zhang, Shimin Tao, Hao Yang |
| 2023 | ICASSP | Zephyr: Zero-Shot Punctuation Restoration. | Minghan Wang, Yinglu Li, Jiaxin Guo, Xiaosong Qiao, Chang Su, Min Zhang, Shimin Tao, Hao Yang |
| 2023 | ICML | MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks. | Jiachen Yao, Chang Su, Zhongkai Hao, Songming Liu, Hang Su, Jun Zhu |
| 2023 | IWQoS | Biglog: Unsupervised Large-scale Pre-training for a Unified Log Representation. | Shimin Tao, Yilun Liu, Weibin Meng, Zuomin Ren, Hao Yang, Xun Chen, Liang Zhang, Yuming Xie, Chang Su, Xiaosong Oiao, Weinan Tian, Yichen Zhu, Tao Han, Ying Qin, Yun Li |
| 2022 | ACL | Probing Simile Knowledge from Pre-trained Language Models. | Weijie Chen, Yongzhu Chang, Rongsheng Zhang, Jiashu Pu, Guandan Chen, Le Zhang, Yadong Xi, Yijiang Chen, Chang Su |
| 2022 | ACL | Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference. | Yuxia Wang, Minghan Wang, Yimeng Chen, Shimin Tao, Jiaxin Guo, Chang Su, Min Zhang, Hao Yang |
| 2022 | AMIA | Comprehensively modeling heterogeneous symptom progression for Parkinson's disease subtyping. | Chang Su, Yu Hou, Jielin Xu, Matthew Brendel, Jacqueline R. M. A. Maasch, Zilong Bai, Yingying Zhu, Claire Henchcliffe, Feixiong Cheng, Fei Wang |
| 2022 | AMIA | Unraveling the "Other" Diagnosis of Suspected Suicide Attempts at Emergency Department using Natural Language Processing (NLP). | Yunyu Xiao, Haotan Zhang, Yu Hou, Chang Su, Fei Wang |
| 2022 | COLING | PingAnTech at SMM4H task1: Multiple pre-trained model approaches for Adverse Drug Reactions. | Xi Liu, Han Zhou, Chang Su |
| 2022 | EAMT | Diformer: Directional Transformer for Neural Machine Translation. | Minghan Wang, Jiaxin Guo, Yuxia Wang, Daimeng Wei, Hengchao Shang, Yinglu Li, Chang Su, Yimeng Chen, Min Zhang, Shimin Tao, Hao Yang |
| 2022 | HiPC | Churn Prediction in Telecommunications Industry Based on Conditional Wasserstein GAN. | Chang Su, Linglin Wei, Xianzhong Xie |
| 2022 | IJCNLP | Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics. | Yilun Liu, Shimin Tao, Chang Su, Min Zhang, Yanqing Zhao, Hao Yang |
| 2021 | ACL | Enhanced Metaphor Detection via Incorporation of External Knowledge Based on Linguistic Theories. | Chang Su, Kechun Wu, Yijiang Chen |
| 2021 | INLG | HI-CMLM: Improve CMLM with Hybrid Decoder Input. | Minghan Wang, Jiaxin Guo, Yuxia Wang, Yimeng Chen, Chang Su, Daimeng Wei, Min Zhang, Shimin Tao, Hao Yang |
| 2020 | ICDM | Interactive Attention Networks for Semantic Text Matching. | Sendong Zhao, Yong Huang, Chang Su, Yuantong Li, Fei Wang |
| 2020 | INFOCOM | Point-of-Interest Recommendation based on Geographical Influence and Extended Pairwise Ranking. | Chang Su, Jin Wang, Xianzhong Xie |
| 2019 | CIKM | GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment. | Sendong Zhao, Chang Su, Andrea Sboner, Fei Wang |
| 2019 | IWCMC | Location Prediction Based on Comment Analysis. | Chang Su, Pengfei Wu, Xianzhong Xie |
| 2018 | IROS | Collision-Free Path Planning of Dual-Manipulator System Based on Energy Conversion. | Chang Su, Ruixin Wei, Mingliang Zhang, Hannes Rose, Jianfeng Xu |
| 2018 | PRIMA | Vector Representation Based Model Considering Randomness of User Mobility for Predicting Potential Users. | Shaowen Peng, Xianzhong Xie, Tsunenori Mine, Chang Su |
| 2016 | ICASSP | A real-time example-based single-image super-resolution algorithm via cross-scale high-frequency components self-learning. | Chang Su, Li Tao |
| 2015 | ICIP | Fast single-image upsampling with relative edge growth rate priors. | Chang Su, Li Tao |
| 2015 | ICONIP | Noise on Gradient Systems with Forgetting. | Chang Su, John Sum, Chi-Sing Leung, Kevin I.-J. Ho |
| 2015 | KSEM | Hashtag Biased Ranking for Keyword Extraction from Microblog Posts. | Lin Li, Chang Su, Yueqing Sun, Shengwu Xiong, Guandong Xu |
| 2013 | LCN | Maximizing topic propagation driven by multiple user nodes in micro-blogging. | Chang Su, Youtian Du, Xiaohong Guan, Chenhe Wu |
| 2010 | ICPR | Latent Fingerprint Core Point Prediction Based on Gaussian Processes. | Chang Su, Sargur N. Srihari |
| 2008 | ICPR | Generative models for fingerprint individuality using ridge models. | Chang Su, Sargur N. Srihari |
| 2008 | ISKE | Cognitive dependency logic. | Chang Su, Changle Zhou, Yijiang Chen |
| 2008 | ISKE | New word detection algorithm for Chinese based on extraction of local context information. | Hualin Zeng, Changle Zhou, Xiao-Dong Shi, Tang-Qiu Li, Chang Su |
| 2007 | ICASSP | Motion and Region Detection for Effective Recursive Temporal Noise Reduction. | Mohammed Ghazal, Chang Su, Aishy Amer |
| 2007 | ICASSP | A Color-Based Gray-Level Compensation Algorithm for Fast Change Detection. | Chang Su, Aishy Amer |
| 2007 | ICIP | Topological-Stabilization Based Threshold Quantization for Robust Change Detection. | Chang Su, Aishy Amer |
| 2007 | PODC | Broadcasting in udg radio networks with unknown topology. | Yuval Emek, Leszek Gasieniec, Erez Kantor, Andrzej Pelc, David Peleg, Chang Su |
| 2007 | SNPD | Automatic Keyphrase Extraction from Chinese Books. | Yijiang Chen, Xiaodong Shi, Changle Zhou, Chang Su |
| 2006 | ICIP | A Real-Time Adaptive Thresholding for Video Change Detection. | Chang Su, Aishy Amer |
| 2005 | HIS | An Efficient Adaptive Focused Crawler Based on Ontology Learning. | Chang Su, Yang Gao, Jianmei Yang, Bin Luo |
| 2005 | ICITA | Constraints for Automated Generating Chinese Metaphors. | Chang Su, Changle Zhou |
| 2003 | INFOCOM | Target-Pursuing Policies for Open Multiclass Queueing Networks. | Ioannis Ch. Paschalidis, Chang Su, Michael C. Caramanis |