Publications

You can also find my articles on my Google Scholar profile.

Journal and Conference Papers

• Shedding Light on Time Series Classification using Interpretability Gated Networks
  • Yunshi Wen, Tengfei Ma, Ronny Luss, Debarun Bhattacharjya, Achille Fokoue, Anak Agung Julius
  • accpted by The Thirteenth International Conference on Learning Representations (ICLR), 2025
  • Paper and Code will be released soon with the camera-ready version.
• [Data-Driven Modeling for Optimal Control of Circadian Rhythms]
  • Yunshi Wen, Anak Agung Julius
  • accpted by The American Control Conference (ACC), 2025
  • Paper and Code will be released soon with the camera-ready version.
• Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
  • Yunshi Wen, Tengfei Ma, Tsui-Wei Weng, Lam M. Nguyen, Agung Julius
  • The 38th Conference on Neural Information Processing Systems (NeurIPS), 2024
  • [Paper Link], [Code Link]
• Personalized Data-Driven State Models of the Circadian Dynamics in a Biometric Signal
  • Chukwuemeka Ike*, Yunshi Wen*, John T. Wen, Meeko Oishi, Lee Brown, Agung Julius
  • 46th International Conference of the The IEEE Engineering in Medicine and Biology Society (EMBC), 2024
  • [Paper Link]
• Optimal Control of Discrete-Time Multivariate Point Processes with Finite-Time Steady State
  • Agung Julius, Yunshi Wen, Ruixuan Yan
  • 62nd IEEE Conference on Decision and Control (CDC), 2023
  • [Paper Link]
• Weighted Clock Logic Point Process
  • Ruixuan Yan, Yunshi Wen, Debarun Bhattacharjya, Ronny Luss, Tengfei Ma, Achille Fokoue, Anak Agung Julius
  • The Eleventh International Conference on Learning Representations (ICLR), 2023
  • [Paper Link]
• Motion Profile Optimization in Industrial Robots using Reinforcement Learning
  • Yunshi Wen, Honglu He, Agung Julius, John T. Wen
  • IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), 2023
  • [Paper Link]
• High-speed high-accuracy spatial curve tracking using motion primitives in industrial robots
  • Honglu He, Chen-lung Lu, Yunshi Wen, Glenn Saunders, Pinghai Yang, Jeffrey Schoonover, John Wason, Agung Julius, John T. Wen
  • IEEE International Conference on Robotics and Automation (ICRA), 2023
  • [Paper Link]