Tan, L.; Li, S.; Kankanhalli, M.; Tan, R. T. "UC-VLM: Consistency-Driven Learning for AI-Generated Image Detection with Vision-Language Large Models." ECCV, 2026.
Qi, X.; Luan, T. H.; Zhang, Y.; Zheng, J.; Zhou, S.; Li, S.; Tan, L. "FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification." ICML, 2026.
Li, S.; Tan, L.; Tan, R. T. "White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation." CVPR, 2026.
Tan, L.; Li, S.; Kankanhalli, M.; Tan, R. T. "Aggregating Diverse Cue Experts for AI-Generated Image Detection." AAAI, 2026.
Li, S.; Tan, L.; Tan, R. T. "Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation." AAAI, 2026. (Oral)
Li, S.; Tan, R. T. "NightCC: Nighttime Color Constancy via Adaptive Channel Masking." CVPR, 2024, pp. 25522–25531.
Li, S.; Wang, J.; Brown, M. S.; Tan, R. T. "MIMT: Multi-Illuminant Color Constancy via Multi-Task Local Surface and Light Color Learning." arXiv preprint arXiv:2211.08772, 2022.
Gong, M.; Yang, Y.; Zhan, T.; Li, S. "A Generative Discriminatory Classified Network for Change Detection in Multispectral Imagery." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12(1): 321–333, 2019.
Zhan, T.; Gong, M.; Li, S.; Jiang, X. "Log-Based Transformation Feature Learning for Change Detection in Heterogeneous Images." IEEE Geoscience and Remote Sensing Letters 15(5): 1352–1356, 2018.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA