Full Publications

2026

  1. 1. Predict to Skip: Linear Multistep Feature Forecasting for Efficient Diffusion Transformers
    Hanshuai Cui, Zhiqing Tang*, Qianli Ma, Zhi Yao, Weijia Jia* & Wei Zhao
    ACM Multimedia (MM), 2026, accepted. (CCF-A) arXiv
  2. 2. Not All Frames Deserve Full Computation: Accelerating Autoregressive Video Generation via Selective Computation and Predictive Extrapolation
    Hanshuai Cui, Zhiqing Tang*, Zhi Yao, Fanshuai Meng, Weijia Jia & Wei Zhao
    ACM Multimedia (MM), 2026, accepted. (CCF-A) arXiv
  3. 3. BWCache: Accelerating Video Diffusion Transformers through Block-Wise Caching
    Hanshuai Cui, Zhiqing Tang*, Zhifei Xu, Zhi Yao, Wenyi Zeng & Weijia Jia
    International Conference on Learning Representations (ICLR), 2026. (CCF-A) arXiv
  4. 4. Accelerating Diffusion Model Inference via Semantics-Aware Trajectory Reuse and Adaptive Scheduling
    Hanshuai Cui, Zhiqing Tang*, Zhi Yao & Weijia Jia
    ACM Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV), 2026, 92–98. (CCF-B) DOI
  5. 5. LIFWCM: Local Information-Based Fuzzy Weighted C-Means Algorithm for Image Segmentation
    Hanshuai Cui, Wenyi Zeng*, Rong Ma, Dong Cheng*, Qianpeng Chong & Zeshui Xu
    Artificial Intelligence Review (Artif. Intell. Rev.), 2026, 59, 6. (SCI Q1; JIF 18.8) DOI
  6. 6. Semantic Cache Distillation: Efficient State Transfer via Reuse and Selective Patching
    Qianli Ma, Zhiqing Tang, Hanshuai Cui, Zhi Yao & Weijia Jia
    International Conference on Machine Learning (ICML), 2026. (CCF-A) arXiv
  7. 7. CogGuard: Cognitive and Operational Profiling for Proactive Warning in Edge Intelligent Services
    Zhi Yao, Weihao Chen, Zhiqing Tang, Hanshuai Cui, Qianli Ma, Weijia Jia & Wei Zhao
    IEEE International Conference on Web Services (ICWS), 2026. (CCF-B) arXiv
  8. 8. RISE: Relay Inference and Online Scheduling for Efficient Edge-Device Collaborative Diffusion Model Services
    Zilan Huang, Zhiqing Tang, Hanshuai Cui, Tian Wang, Yuan Wu, Weijia Jia & Wei Zhao
    IEEE International Conference on Web Services (ICWS), 2026. (CCF-B) arXiv
  9. 9. LASER: Load-Aware Serving With Early-Exit for Reasoning LLMs at the Edge
    Zhiqing Tang, Size Li, Hanshuai Cui, Zilan Huang, Jianxiong Guo, Tian Wang, Yuan Wu & Weijia Jia
    International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), 2026, accepted. (CCF-C) arXiv

2025

  1. 1. Layer-Aware Cost-Effective Container Updates With Edge-Cloud Collaboration in Edge Computing
    Hanshuai Cui, Zhiqing Tang*, Yuan Wu & Weijia Jia*
    IEEE Transactions on Mobile Computing (TMC), 2025, 24, 11, 12314–12328. (CCF-A; 广东省计算机学会优秀论文奖二等奖) DOI
  2. 2. Possibilistic C-Means With Novel Image Representation for Image Segmentation
    Hanshuai Cui, Hongjian Wang, Wenyi Zeng*, Yuqing Liu & Bo Zhao
    Artificial Intelligence Review (Artif. Intell. Rev.), 2025, 58, 56. (SCI Q1; JIF 18.8) DOI
  3. 3. Semantic-Aware Caching for Efficient Image Generation in Edge Computing
    Hanshuai Cui, Zhiqing Tang, Zhi Yao, Weijia Jia & Wei Zhao
    IEEE Transactions on Mobile Computing (TMC), 2025. (Major revision) arXiv

2024

  1. 1. Latency-Aware Container Scheduling in Edge Cluster Upgrades: A Deep Reinforcement Learning Approach
    Hanshuai Cui, Zhiqing Tang*, Jiong Lou, Weijia Jia* & Wei Zhao
    IEEE Transactions on Services Computing (TSC), 2024, 17, 5, 2530–2543. (CCF-A) DOI
  2. 2. Intuitionistic Fuzzy Local Information C-Means Algorithm for Image Segmentation
    Hanshuai Cui, Zheng Xie*, Wenyi Zeng*, Rong Ma*, Yinghui Zhang, Qian Yin & Zeshui Xu
    Information Sciences (Inf. Sci.), 2024, 681, 121205. (CCF-B) DOI
  3. 3. LRScheduler: A Layer-Aware and Resource-Adaptive Container Scheduler in Edge Computing
    Zhiqing Tang, Wentao Peng, Jianxiong Guo, Jiong Lou, Hanshuai Cui, Tian Wang, Yuan Wu & Weijia Jia
    IEEE International Conference on Mobility, Sensing and Networking (MSN), 2024, 244–251. (CCF-C; Best Paper Award, IEEE MSN) DOI
  4. 4. A Hierarchical Method for Locating the Interferometric Fringes of Celestial Sources in the Visibility Data
    Rong Ma, Ruiqing Yan, Hanshuai Cui, Xiaochun Cheng, Jixia Li, Fengquan Wu, Zongyao Yin, Hao Wang, Wenyi Zeng & Xianchuan Yu
    Research in Astronomy and Astrophysics (RAA), 2024, 24, 035011. (SCI) DOI

2023

  1. 1. Online Container Scheduling for Low-Latency IoT Services in Edge Cluster Upgrade: A Reinforcement Learning Approach
    Hanshuai Cui, Zhiqing Tang, Jiong Lou & Weijia Jia
    IEEE/CIC International Conference on Communications in China (ICCC), 2023, 1–6. (EI) DOI

2022

  1. 1. Interval Possibilistic C-Means Algorithm and Its Application in Image Segmentation
    Wenyi Zeng, Yuqing Liu, Hanshuai Cui*, Rong Ma & Zeshui Xu
    Information Sciences (Inf. Sci.), 2022, 612, 465–480. (CCF-B) DOI
  2. 2. Pulsar Candidate Selection With Residual Convolutional Autoencoder
    Qian Yin, Jiajie Li, Xin Zheng, Yefan Li, Hanshuai Cui & Zelun Bao
    Monthly Notices of the Royal Astronomical Society (MNRAS), 2022, 516, 2, 3082–3091. (SCI Q1/TOP) DOI
  3. 3. Novel Distance Measure Between Intuitionistic Fuzzy Sets and Its Application in Pattern Recognition
    Wenyi Zeng, Hanshuai Cui, Yuqing Liu, Qian Yin & Zeshui Xu
    Iranian Journal of Fuzzy Systems (IJFS), 2022, 19, 3, 127–137. (SCI) DOI

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