| 2024 | MICCAI | SlideGCD: Slide-Based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification. | Tong Shu, Jun Shi, Dongdong Sun, Zhiguo Jiang, Yushan Zheng |
| 2024 | SC | A Comparative Survey: Reusing Small Pre-Trained Models for Efficient Large Model Training. | Dhroov Pandey, Jonah Ghebremichael, Zongqing Qi, Tong Shu |
| 2024 | SC | AM-DGCNN: Leveraging Graph Attention Networks and Edge Attributes for Link Classification in Knowledge Graphs. | Dhroov Pandey, Tong Shu |
| 2023 | CLUSTER | HIOS: Hierarchical Inter-Operator Scheduler for Real-Time Inference of DAG-Structured Deep Learning Models on Multiple GPUs. | Turja Kundu, Tong Shu |
| 2023 | SC | Pareto Optimization of CNN Models via Hardware-Aware Neural Architecture Search for Drainage Crossing Classification on Resource-Limited Devices. | Yuke Li, Jiwon Baik, Md Marufi Rahman, Iraklis Anagnostopoulos, Ruopu Li, Tong Shu |
| 2023 | SC | Accuracy-Constrained Efficiency Optimization and GPU Profiling of CNN Inference for Detecting Drainage Crossing Locations. | Yicheng Zhang, Dhroov Pandey, Di Wu, Turja Kundu, Ruopu Li, Tong Shu |
| 2021 | PPoPP | In-situ workflow auto-tuning through combining component models. | Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kur |
| 2021 | SC | Bootstrapping in-situ workflow auto-tuning via combining performance models of component applications. | Tong Shu, Yanfei Guo, Justin M. Wozniak, Xiaoning Ding, Ian T. Foster, Tahsin M. Kur |
| 2017 | INFOCOM | Performance optimization of Hadoop workflows in public clouds through adaptive task partitioning. | Tong Shu, Chase Q. Wu |
| 2016 | SC | Energy-efficient Mapping of Big Data Workflows under Deadline Constraints. | Tong Shu, Chase Qishi Wu |
| 2013 | LCN | Advance bandwidth reservation for energy efficiency in high-performance networks. | Tong Shu, Chase Qishi Wu, Daqing Yun |
| 2011 | ICCCN | Spectrum Allocation for Distributed Throughput Maximization under Secondary Interference Constraints in Wireless Mesh Networks. | Tong Shu, Min Liu, Zhongcheng Li |
| 2011 | LCN | Exploiting the full potential of multi-AP diversity in centralized WLANs through back-pressure scheduling. | Anfu Zhou, Min Liu, Tong Shu, Yilin Song, Zhongcheng Li |
| 2011 | SECON | Interference pair-based distributed spectrum allocation in wireless mesh networks with frequency-agile radios. | Tong Shu, Min Liu, Zhongcheng Li, Qishi Wu |
| 2010 | ICCCN | A Diagnosis-Based Soft Vertical Handoff Mechanism for TCP Performance Improvement. | Tong Shu, Min Liu, Zhongcheng Li, Anfu Zhou |
| 2009 | ISCC | A performance evaluation model for RSS-based vertical handoff algorithms. | Tong Shu, Min Liu, Zhongcheng Li |
| 2009 | LCN | Network-layer soft vertical handoff schemes without packet reordering. | Tong Shu, Min Liu, Zhongcheng Li, Kun Zheng |