Learning Truncated Causal History Model for Video Restoration. - Amirhosein Ghasemabadi; Muhammad Kamran Janjua; Mohammad Salameh; Di Niu (NeurIPS, 2024)

CascadedGaze: Efficiency in Global Context Extraction for Image Restoration. - Amirhosein Ghasemabadi; Muhammad Kamran Janjua; Mohammad Salameh; Chunhua Zhou; Fengyu Sun; Di Niu (Trans. Mach. Learn. Res., 2024)

Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence. - Amirhosein Ghasemabadi; Keith G. Mills; Baochun Li; Di Niu (CoRR, 2025)

Grounding Degradations in Natural Language for All-In-One Video Restoration. - Muhammad Kamran Janjua; Amirhosein Ghasemabadi; Kunlin Zhang; Mohammad Salameh; Chao Gao; Di Niu (CoRR, 2025)