Mirco Theile, Binqi Sun, Marco Caccamo,  "Position paper: deep reinforcement learning for real‑time resource management",  in Real-Time Systems,  Jun 2025.

Binqi Sun; Tomasz Kloda; Jiyang Chen; Cen Lu; Marco Caccamo,  "Response Time Analysis and Optimal Priority Assignment for Global Non-Preemptive Fixed-Priority Rigid Gang Scheduling",  in IEEE Transactions on Parallel and Distributed Systems,  Vol. 36,  Issue 3,  Jan 2025.

Binqi Sun, Tomasz Kloda, Sergio Arribas Garcia, Giovani Gracioli, Marco Caccamo,  "Minimizing cache usage with fixed-priority and earliest deadline first scheduling",  in Real-Time Systems,  Jun 2024.

Binqi Sun, Mirco Theile, Ziyuan Qin, Daniele Bernardini, Debayan Roy, Andrea Bastoni, Marco Caccamo,  "Edge Generation Scheduling for DAG Tasks using Deep Reinforcement Learning",  in IEEE Transactions on Computers,  Vol. 73,  Issue 4,  Jan 2024.

Bohua Zou, Debayan Roy, Dhimankumar Yogesh Airao, Weihao Xu, Binqi Sun, Yutao Liu, Haibo Chen,  "ProfInfer: An eBPF-based Fine-Grained LLM Inference Profiler",  in Annual Conference on Machine Learning and Systems (MLSys),  Bellevue, USA,  May 2026 (to appear).

Binqi Sun, Jinyang Li, Tomasz Kloda, Tarek Abdelzaher, Marco Caccamo,  "AI Inference in the Heat: Thermal-Aware Strict Partitioning for Configurable Real-Time Gang Tasks",  in IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS),  Saint Malo, France,  May 2026 (to appear).

Binqi Sun, Linghan Fang, Andrea Bastoni, and Marco Caccamo,  "Work-in-Progress: Learning to refine priority assignment in fixed-priority real-time scheduling",  in IEEE Real-Time Systems Symposium (RTSS),  Boston, USA,  Dec 2025.

Binqi Sun, Bohua Zou, Yigong Hu, Tomasz Kloda, Ling Wang, Tarek Abdelzaher, Marco Caccamo,  "SAPar: A Surrogate-Assisted DNN Partitioner for Efficient Inferences on Edge TPU Pipelines",  in ACM International Conference on Embedded Software (EMSOFT),  Taipei,  Sep 2025.

Shaokai Lin, Erling Jellum*, Mirco Theile*, Tassilo Tanneberger*, Binqi Sun*, Chadlia Jerad*, Ruomu Xu, Guangyu Feng, Magnus Mæhlum, Jian-Jia Chen, Marten Lohstroh, Linh Thi Xuan Phan, Jeronimo Castrillon, Sanjit Seshia, and Edward Lee,  "Quasi-Static Scheduling for Deterministic Timed Concurrent Models on Multi-Core Hardware",  in ACM International Conference on Embedded Software (EMSOFT),  Taipei,  Sep 2025.

Binqi Sun, Zhihang Wei, Andrea Bastoni, Debayan Roy, Mirco Theile, Tomasz Kloda, Rodolfo Pellizzoni, Marco Caccamo,  "Multi-Objective Memory Bandwidth Regulation and Cache Partitioning for Multicore Real-Time Systems",  in Euromicro Conference on Real-Time Systems (ECRTS),  Brussels, Belgium,  Jul 2025.

Jinyang Li, Yizhuo Chen, Ruijie Wang, and Tomoyoshi Kimura, Tianshi Wang, You Lyu, Hongjue Zhao, Binqi Sun, Shangchen Wu, Yigong Hu, Denizhan Kara, Beitong Tian, Klara Nahrstedt, Suhas Diggavi, Jae H Kim, Greg Kimberly, Guijun Wang, Maggie Wigness, Tarek A,  "RestoreML: Practical Unsupervised Tuning of Deployed Intelligent IoT Systems",  in International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT),  Lucca, Italy,  Jun 2025.

Bohua Zou, Binqi Sun, Yigong Hu, Tomasz Kloda, Marco Caccamo, and Tarek Abdelzaher,  "A Performance Prediction-based DNN Partitioner for Edge TPU Pipelining",  in IEEE Military Communications Conference (MILCOM),  Washington DC, USA,  Nov 2024.

Binqi Sun, Tomasz Kloda, Marco Caccamo,  "Response time analysis for fixed-priority preemptive uniform multiprocessor systems",  in Euromicro Conference on Real-Time Systems (ECRTS),  No. 14,  Lille, France,  Jul 2024.

Binqi Sun, Tomasz Kloda, Chu-ge Wu, Marco Caccamo,  "Partitioned Scheduling and Parallelism Assignment for Real-Time DNN Inference Tasks on Multi-TPU",  in Design Automation Conference (DAC),  San Francisco,  Jun 2024.

Binqi Sun, Tomasz Kloda, Marco Caccamo,  "Strict Partitioning for Sporadic Rigid Gang Tasks",  in IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS),  Hong Kong,  May 2024.

Binqi Sun, Debayan Roy, Tomasz Kloda, Andrea Bastoni, Rodolfo Pellizzoni, Marco Caccamo,  "Co-Optimizing Cache Partitioning and Multi-Core Task Scheduling: Exploit Cache Sensitivity or Not?",  in IEEE Real-Time Systems Symposium (RTSS),  Taipei,  Dec 2023.

Binqi Sun, Tomasz Kloda, Sergio Arribas Garcia, Giovani Gracioli, Marco Caccamo,  "Minimizing Cache Usage for Real-time Systems",  in 31st International Conference on Real-Time Networks and Systems (RTNS),  Dortmund, Germany,  Jun 2023 (Best Paper Award).

Binqi Sun, Tomasz Kloda, Jiyang Chen, Cen Lu, Marco Caccamo,  "Schedulability Analysis of Non-preemptive Sporadic Gang Tasks on Hardware Accelerators",  in 29th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS),  San Antonio, USA,  May 2023.

Zhishen Zhang, Yuwen Shen, Binqi Sun, Tomasz Kloda, Marco Caccamo,  "Memory allocation for low-power real-time embedded microcontroller: a case study",  in Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA),  Stuttgart, Germany,  Sep 2022.