| 2026 | AAAI | Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models. | Haodong Li, Lianyong Qi, Weiming Liu, Fan Wang, Chong Li, Shengye Pang, Wenwen Gong, Yanwei Xu, Xiaoxiao Chi, Yang Zhang, Xiaokang Zhou |
| 2026 | AAAI | DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening. | Zhixiang Lu, Yulong Li, Feilong Tang, Zhengyong Jiang, Chong Li, Mian Zhou, Tenglong Li, Jionglong Su |
| 2026 | ACL | Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing. | Chunyu Ye, Yunhao Zhang, Jingyuan Sun, Chong Li, Yang Zhao, Shaonan Wang |
| 2026 | DCC | GPUFast-$Q$: Novel High-Throughput Sequence Data Compression on GPUs Using Fine-Grained Parallelism. | Taolue Yang, Youyuan Liu, Bo Jiang, Chong Li, Xinghua Shi, Sian Jin |
| 2026 | KDD | CNText2Sign and CNSign: Unified Chinese Sign Language Datasets for Bidirectional Accessibility. | Yulong Li, Yuxuan Zhang, Feilong Tang, Ming Hu, Zhixiang Lu, Haochen Xue, Jianghao Wu, Rui Chen, Mian Zhou, Kang Dang, Chong Li, Yifang Wang, Imran Razzak, Jionglong Su |
| 2026 | WWW | Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion Propagation. | Yulong Li, Zhixiang Lu, Peixin Guo, Simin Lai, Yuxuan Zhang, Haochen Xue, Xiwei Liu, Yichen Li, Zhaodong Wu, Feilong Tang, Mian Zhou, Chong Li, Imran Razzak, Qingxia Li, Jionglong Su |
| 2025 | ACL | Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model. | Chong Li, Yingzhuo Deng, Jiajun Zhang, Chengqing Zong |
| 2025 | ACL | TokAlign: Efficient Vocabulary Adaptation via Token Alignment. | Chong Li, Jiajun Zhang, Chengqing Zong |
| 2025 | ACL | LLMMapReduce: Simplified Long-Sequence Processing using Large Language Models. | Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun |
| 2025 | CLUSTER | BMPipe: Bubble-Memory Co-Optimization Strategy Planner for Very-Large DNN Training. | Ruiwen Wang, Chong Li, Thibaut Tachon, Raja Appuswamy, Teng Su |
| 2025 | CogSci | Towards a Vision-Language Episodic Memory Framework: Large-scale Pretrained Model-Augmented Hippocampal Attractor Dynamics. | Chong Li, Taiping Zeng, Xiangyang Xue, Jianfeng Feng |
| 2025 | EMNLP | Discovering Semantic Subdimensions through Disentangled Conceptual Representations. | Yunhao Zhang, Shaonan Wang, Nan Lin, Xinyi Dong, Chong Li, Chengqing Zong |
| 2025 | IJCAI | SEP: A General Lossless Compression Framework with Semantics Enhancement and Multi-Stream Pipelines. | Meng Wan, Rongqiang Cao, Yanghao Li, Jue Wang, Zijian Wang, Qi Su, Lei Qiu, Peng Shi, Yangang Wang, Chong Li |
| 2025 | IROS | Hybrid Data-Model-Driven External Force Estimation for Manipulators via Generalized Momentum-Based Third-Order Observer | Haohao Zhang, Yi Li, Yixin Wang, Chong Li, Xuhang Tian, Yulan Han, Zhongyi Ren |
| 2025 | NPC | ManuMatic: Strategy Injection for Robust Automatic Hybrid Parallelism in Distributed DNN Training. | Ruiwen Wang, Chong Li, Hongxing Wang, Raja Appuswamy, Yujie Yuan |
| 2025 | SMC | Intrusion Detection of Power Systems with Quantum Neural Networks. | Lian Peng, Meikang Qiu, Chong Li |
| 2025 | SC | Efficient Embedding Initialization via Dominant Eigenvector Projections. | Quentin R. Petit, Chong Li, Nahid Emad, Jack J. Dongarra |
| 2025 | SecureComm | DARD: Dice Adversarial Robustness Distillation against Adversarial Attacks. | Jing Zou, Shungeng Zhang, Meikang Qiu, Chong Li |
| 2024 | ACL | X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions. | Chong Li, Wen Yang, Jiajun Zhang, Jinliang Lu, Shaonan Wang, Chengqing Zong |
| 2024 | CLUSTER | RAPID: A Rapid Automatic Parallelizer for Immense Deep Neural Networks. | Thibaut Tachon, Haoran Wang, Chong Li |
| 2024 | ECCV | NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation. | Jingyang Huo, Yikai Wang, Yun Wang, Xuelin Qian, Chong Li, Yanwei Fu, Jianfeng Feng |
| 2024 | ECCV | Enhancing Cross-Subject fMRI-to-Video Decoding with Global-Local Functional Alignment. | Chong Li, Xuelin Qian, Yun Wang, Jingyang Huo, Xiangyang Xue, Yanwei Fu, Jianfeng Ma |
| 2024 | HPCC | A Routing Algorithm for Computing Power Network Based on Deep Reinforcement Learning and Graph Neural Networks. | Guoyuan Ma, Yongmao Ren, Xu Zhou, Chong Li, Pengfei Fan, Shuangyin Ren, Jingchao Wang |
| 2024 | ICS | An Efficient and Scalable Approach to Build Co-occurrence Matrix for DNN's Embedding Layer. | Quentin R. Petit, Chong Li, Nahid Emad |
| 2024 | NAACL | Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment. | Chong Li, Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2023 | AAAI | FreeEnricher: Enriching Face Landmarks without Additional Cost. | Yangyu Huang, Xi Chen, Jongyoo Kim, Hao Yang, Chong Li, Jiaolong Yang, Dong Chen |
| 2023 | CSCWD | Privileged Label Enhancement with Adaptive Graph. | Qin Qin, Chao Tan, Chong Li, Genlin Ji |
| 2023 | EMNLP | Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning. | Chong Li, Shaonan Wang, Yunhao Zhang, Jiajun Zhang, Chengqing Zong |
| 2023 | HPCC | AdaptaCC: A Highly Scalable Proactive Congestion Control for Hyper-speed Networks. | Jianan Sun, Hongchen Ren, Dixiao Yuan, Biran Li, Xu Zhou, Yongmao Ren, Chong Li, Anmin Xu |
| 2023 | ICPADS | Fine-grained Task Scheduling Based on Graph Neural Network and Federated Learning in Vehicle Edge Computing. | Gaowei Zhang, Junping Song, Yahui Hu, Pengfei Fan, Chong Li, Xu Zhou |
| 2023 | IJCNLP | A Comprehensive Neural and Behavioral Task Taxonomy Method for Transfer Learning in NLP. | Yunhao Zhang, Chong Li, Xiaohan Zhang, Xinyi Dong, Shaonan Wang |
| 2023 | VR | RemoteTouch: Enhancing Immersive 3D Video Communication with Hand Touch. | Yizhong Zhang, Zhiqi Li, Sicheng Xu, Chong Li, Jiaolong Yang, Xin Tong, Baining Guo |
| 2022 | CVPR | Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning. | Minghao Chen, Fangyun Wei, Chong Li, Deng Cai |
| 2022 | PRICAI | Label Enhancement Using Inter-example Correlation Information. | Chong Li, Chao Tan, Qin Qin, Genlin Ji |
| 2021 | ACL | Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. | Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang |
| 2021 | EuroPar | Efficient and Systematic Partitioning of Large and Deep Neural Networks for Parallelization. | Haoran Wang, Chong Li, Thibaut Tachon, Hongxing Wang, Sheng Yang, Sbastien Limet, Sophie Robert |
| 2021 | ICCV | ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment. | Yangyu Huang, Hao Yang, Chong Li, Jongyoo Kim, Fangyun Wei |
| 2021 | IUI | Tone Transfer: In-Browser Interactive Neural Audio Synthesis. | Michelle Carney, Chong Li, Edwin Toh, Nida Zada, Ping Yu, Jesse H. Engel |
| 2021 | RTNS | Towards Virtualization-Agnostic Latency for Time-Sensitive Applications. | Haoran Li, Meng Xu, Chong Li, Chenyang Lu, Christopher D. Gill, Linh T. X. Phan, Insup Lee, Oleg Sokolsky |
| 2020 | ISITA | On the Capacity of Gaussian Multiple-Access Wiretap Channels with Feedback. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2020 | ITW | Feedback Capacity of Gaussian Multiple-Access Wiretap Channel with Degraded Message Sets. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2020 | MICCAI | Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. | Nina Cheng, Alejandro Frangi, Zhiguo Zhang, Denao Deng, Lihua Zhao, Tianfu Wang, Yichen Wei, Bihan Yu, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Baiying Lei |
| 2019 | ICA3PP | RaNetMalDozer: A Novel NN-Based Model for Android Malware Detection Over Task Kernel Structures. | Xinning Wang, Chong Li |
| 2019 | ICPADS | KerTSDroid: Detecting Android Malware at Scale through Kernel Task Structures. | Xinning Wang, Chong Li |
| 2019 | IJCAI | Hierarchical Representation Learning for Bipartite Graphs. | Chong Li, Kunyang Jia, Dan Shen, Chuanjin Richard Shi, Hongxia Yang |
| 2019 | ISIT | The Dirty Paper Wiretap Feedback Channel with or without Action on the State. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2018 | ECCV | Constrained Optimization Based Low-Rank Approximation of Deep Neural Networks. | Chong Li, Chuanjin Richard Shi |
| 2018 | ISIT | A Coding Scheme for Colored Gaussian Wiretap Channels with Feedback. | Chong Li, Yingbin Liang, H. Vincent Poor, Shlomo Shamai |
| 2018 | RTAS | Multi-Mode Virtualization for Soft Real-Time Systems. | Haoran Li, Meng Xu, Chong Li, Chenyang Lu, Christopher D. Gill, Linh T. X. Phan, Insup Lee, Oleg Sokolsky |
| 2017 | ISIT | Secrecy capacity of the first-order autoregressive moving average Gaussian channel with feedback. | Chong Li, Yingbin Liang |
| 2016 | SAC | Derivation of parallel-efficient structural recursive functions from declarative graph queries. | Chong Li, Le-Duc Tung, Xiaodong Meng, Zhenjiang Hu |
| 2015 | ISIT | Distributed rate and power control in DSRC. | Jubin Jose, Chong Li, Xinzhou Wu, Lei Ying, Kai Zhu |
| 2015 | RTAS | Prioritizing soft real-time network traffic in virtualized hosts based on Xen. | Chong Li, Sisu Xi, Chenyang Lu, Christopher D. Gill, Roch Gurin |
| 2014 | GI | Optimizing patients' engagement by a cyber-physical rehabilitation system. | Chong Li, Zoltn Rusk, Imre Horvth, Yuemin Hou, Linhong Ji |
| 2013 | ICNC | A method of stripe feature extraction for scrap paper image mosaics. | Rong Wang, Wei Li, Chong Li |
| 2013 | ICNC | An image retrieval system based on color features. | Rong Wang, Chong Li, Wei Li |
| 2013 | IWQoS | Prioritizing local inter-domain communication in Xen. | Sisu Xi, Chong Li, Chenyang Lu, Christopher D. Gill |
| 2013 | Mobisys | Distributed-fountain network code (DFNC) for content delivery in vehicular networks. | Chong Li, Jubin Jose, Xinzhou Wu |
| 2012 | ISPDC | Implementation of Data-Parallel Skeletons: A Case Study Using a Coarse-Grained Hierarchical Model. | Chong Li, Frdric Gava, Gatan Hains |
| 2011 | ISIT | Bounds on the achievable rate of noisy feedback Gaussian channels under linear feedback coding scheme. | Chong Li, Nicola Elia |
| 2011 | ISIT | The information theoretic characterization of the capacity of channels with noisy feedback. | Chong Li, Nicola Elia |
| 2009 | HIS | Singular Rough Decision and Secure Transmission of Decision Conclusion. | Haiqing Hu, Chong Li, Chunmei Li |