Publications

• LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection — Benjamin Shiue-Hal Chou, Purvish Jajal, Nick John Eliopoulos, James C. Davis, George K. Thiruvathukal, Kristen Yeon-Ji Yun, Yung-Hsiang Lu. ICLR 2026 (top 3.85 %) (link)
• AdaPerceiver: Transformers with Adaptive Width, Depth, and Tokens — Purvish Jajal, Nick John Eliopoulos, Benjamin Shiue-Hal Chou, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu. CVPR Findings 2026 (link) Code
• ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection — Benjamin Shiue-Hal Chou, Yi Zhu, Surya Koppisetti. Under Submission
• Inference-Time Alignment of Diffusion Models with Evolutionary Algorithms — Purvish Jajal, Nick John Eliopoulos, Benjamin Shiue-Hal Chou, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu. CVPR Findings 2026 (link)
• Detecting Performance Errors with Transformers — Benjamin Shiue-Hal Chou, Purvish Jajal, Nick John Eliopoulos, Tim Nadolsky, Cheng-Yun Yang, Nikita Ravi, James C. Davis, Kristen Yeon-Ji Yun, Yung-Hsiang Lu. AAAI 2025 (link) Code · Video
• Token Turing Machines are Efficient Vision Models — Purvish Jajal, Nick John Eliopoulos, Benjamin Shiue-Hal Chou, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu. WACV 2025 (link) Code