| 2026 | ISCA | DS-ISA: Instruction Set Architecture for Dynamical System Units. | Chunshu Wu, Ruibing Song, Chuan Liu, Tong Geng, Ang Li |
| 2026 | KDD | MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan. | Yuxiang Wang, Chi Ma, Xiao Yan, Mincong Huang, Xiaoguang Li, Ruidong Han, Bin Yin, Shangyu Chen, Xiang Li, Fei Jiang, Lei Yu, Chuan Liu, Wei Lin, Haowei Han, Xiaokai Zhou, Bo Du, Jiawei Jiang |
| 2025 | ASPDAC | Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature's Power in Real-World Spatial-Temporal Graph Learning. | Chuan Liu, Chunshu Wu, Ruibing Song, Yousu Chen, Ang Li, Michael C. Huang, Tony Tong Geng |
| 2025 | CIKM | MTGR: Industrial-Scale Generative Recommendation Framework in Meituan. | Ruidong Han, Bin Yin, Shangyu Chen, He Jiang, Fei Jiang, Xiang Li, Chi Ma, Mincong Huang, Xiaoguang Li, Chunzhen Jing, Yueming Han, MengLei Zhou, Lei Yu, Chuan Liu, Wei Lin |
| 2025 | DAC | DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning. | Pouya Haghi, Ali Falahati, Zahra Azad, Chunshu Wu, Ruibing Song, Chuan Liu, Ang Li, Tong Geng |
| 2025 | ICANN | GLFMamba-U: Global-Local Fused Mamba-Unet. | Ziniu Liu, Fengxia Han, Xi Zhang, Chuan Liu, Daqiang Zhang, Mingqing Liu, Hao Deng, Shengjie Zhao |
| 2025 | ICASSP | DS-BTIAN: A Novel Deep-Shallow Bidirectional Transformer Interactive Attention Network for Multimodal Emotion Recognition. | Zengzhao Chen, Chuanxu Zhao, Zhifeng Wang, Chuan Liu, Qiuyu Zheng, Cheng Zou |
| 2025 | ICASSP | InstantSpeech: Instant Synchronous Text-to-Speech Synthesis for LLM-driven Voice Chatbots. | Muyang Du, Chuan Liu, Junjie Lai |
| 2025 | ICLR | InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems. | Chuan Liu, Ruibing Song, Chunshu Wu, Pouya Haghi, Tong Geng |
| 2025 | ICLR | Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models. | Chuan Liu, Chunshu Wu, Shihui Cao, Mingkai Chen, James Chenhao Liang, Ang Li, Michael Huang, Chuang Ren, Ying Nian Wu, Dongfang Liu, Tong Geng |
| 2025 | ICLR | DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models. | Ruibing Song, Chuan Liu, Chunshu Wu, Ang Li, Dongfang Liu, Ying Nian Wu, Tong Geng |
| 2025 | ICML | An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning. | Chuan Liu, Chunshu Wu, Ruibing Song, Ang Li, Ying Nian Wu, Tong Geng |
| 2025 | IJCNN | Improving Sentence Embeddings of Extractive Question Answering Based on Adversarial and Contrastive Learning. | Xin Wei, Chuan Liu, Yang Yang, Jun Zhou |
| 2025 | ISCA | DS-TPU: Dynamical System for on-Device Lifelong Graph Learning with Nonlinear Node Interaction. | Chunshu Wu, Ruibing Song, Chuan Liu, Pouya Haghi, Ang Li, Michael Huang, Tony Tong Geng |
| 2025 | MICRO | DS-TIDE: Harnessing Dynamical Systems for Efficient Time-Independent Differential Equation Solving. | Chuan Liu, Chunshu Wu, Ruibing Song, Guangyan Sun, Ying Nian Wu, Yousu Chen, Ang Li, Tong Geng |
| 2025 | VTC | WiMAR: A WiFi-Based Multi-User Human Activity Recognition System via Dynamic Component Separation. | Yangjing Zhou, Yue Liu, Chuan Liu, Yanhui Lu |
| 2024 | ICLR | Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World. | Chunshu Wu, Ruibing Song, Chuan Liu, Yunan Yang, Ang Li, Michael C. Huang, Tong Geng |
| 2024 | ISCA | DS-GL: Advancing Graph Learning via Harnessing Nature's Power within Scalable Dynamical Systems. | Ruibing Song, Chunshu Wu, Chuan Liu, Ang Li, Michael C. Huang, Tong Geng |
| 2024 | VTC | LiteWiHAR: A Lightweight WiFi-based Human Activity Recognition System. | Chuan Liu, Yue Liu, Yanling Hao, Xingqi Zhang |
| 2023 | Interspeech | Improving WaveRNN with Heuristic Dynamic Blending for Fast and High-Quality GPU Vocoding. | Muyang Du, Chuan Liu, Jiaxing Qi, Junjie Lai |
| 2023 | SC | FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics. | Chunshu Wu, Tong Geng, Anqi Guo, Sahan Bandara, Pouya Haghi, Chuan Liu, Ang Li, Martin C. Herbordt |
| 2022 | CSCWD | An Outlier-Aware Method for UWB Indoor Positioning in NLoS Situations. | Chuan Liu, Yunkang Cao, Chen Sun, Weiming Shen, Xinyu Li, Liang Gao |
| 2022 | HPSR | A Traffic Scheduling Scheme for Load Balancing in SDN-Based Space-Air-Ground Integrated Networks. | Jing Tao, Shidong Liu, Chuan Liu |
| 2020 | ICONIP | SuperConv: Strengthening the Convolution Kernel via Weight Sharing. | Chuan Liu, Qing Ye, Xiaoming Huang, Jiancheng Lv |
| 2020 | IWCMC | Optimization on Cooperative Communications Based on Network Coding in Multi-hop Wireless Networks. | Xiande Bu, Chuan Liu, Qiang Yu, Lei Yin, Feng Tian |
| 2017 | ICONIP | Anomaly Detection for Categorical Observations Using Latent Gaussian Process. | Fengmao Lv, Guowu Yang, Jinzhao Wu, Chuan Liu, Yuhong Yang |
| 2016 | IGARSS | Radar echoes simulation and SHARAD data validation for detection of water flowing on Mars surface. | Chuan Liu, Ya-Qiu Jin |
| 2016 | VTC | A Field Trial of Wi-Fi Co-Existing with U-LTE Based on Cell On/Off on Unlicensed Spectrum. | Zheng Li, Chuan Liu, Hantao Li, Zhenyu Li |
| 2015 | PAKDD | Boosting via Approaching Optimal Margin Distribution. | Chuan Liu, Shizhong Liao |
| 2007 | NAACL | Combined Use of Speaker- and Tone-Normalized Pitch Reset with Pause Duration for Automatic Story Segmentation in Mandarin Broadcast News. | Lei Xie, Chuan Liu, Helen Meng |
| 2006 | DAC | A CMOS SoC for 56/18/16 CD/DVD-dual/RAM applications. | Jyh-Shin Pan, Hao-Cheng Chen, Bing-Yu Hsieh, Hong-Ching Chen, Roger Lee, Ching-Ho Chu, Yuan-Chin Liu, Chuan Liu, Lily Huang, Chang-Long Wu, Meng-Hsueh Lin, Chun-Yiu Lin, Shang-Nien Tsai, Jenn-Ning Yang, Chang-Po Ma, Yung Cheng, Shu-Hung Chou, Hsiu-Chen Peng, Peng-Chuan Huang, Benjamin Chiu, Alex Ho |
| 2005 | ICITA | Fingerprint Alignment Using Ring Model. | Fang Li, Maylor K. H. Leung, Chuan Liu |