Publications

2024

• CausalPrompt: Enhancing LLMs with Weakly Supervised Causal Reasoning for Non-Language Applications
  Tung-Wei Lin*, Vanshaj Khattar*, Yuxuan Huang*, Junho Hong, Ruoxi Jia, Chen-Ching Liu, Alberto Sangiovanni-Vincentelli, Ming Jin
  In ICLR Workshop: Tackling Climate Change with Machine Learning, 2024

2022

• Class-Wise Thresholding for Robust Out-Of-Distribution Detection
  Guarrera, Matteo, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, and Alberto Sangiovanni-Vincentelli
  IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR) Workshops 2022

2020

• Routing Topology and Time-Division Multiplexing Co-Optimization for Multi-FPGA Systems
  Tung-Wei Lin, Wei-Chen Tai, Yu-Cheng Lin, Iris Hui-Ru Jiang.
  In Proceedings of the 57th Annual Design Automation Conference 2020

2019

• Graceful Register Clustering by Effective Mean Shift Algorithm for Power and Timing Balancing [Code]
  Ya-Chu Chang, Tung-Wei Lin, Iris Hui-Ru Jiang, and Gi-Joon Nam.
  In Proceedings of the 2019 International Symposium on Physical Design, pp. 11-18. ACM, 2019.

2018

• Computation-Performance Optimization of Convolutional Neural Networks With Redundant Filter Removal
  Chih-Ting Liu, Tung-Wei Lin, Yi-Heng Wu, Yu-Sheng Lin, Heng Lee, Yu Tsao, and Shao-Yi Chien.
  IEEE Transactions on Circuits and Systems I: Regular Papers 66, no. 5 (2018): 1908-1921.

Preprints

• Model Residuals as Shields: A Bilevel Formulation to Defend Smart Grids from Poisoning Attacks
  Tung-Wei Lin, Padmaksha Roy, Yi Zeng, Ming Jin, Ruoxi Jia, Chen-Ching Liu, Alberto Sangiovanni-Vincentelli.