11 citations · 16 across the 4 of their papers we have counts for
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cs.AI2026
AiSearch: Interactive Multi-Modal Search with VLMs
Ali Koksal, Mei Chee Leong, Vicky Sintunata +2
Modern retrieval systems must both be automated and interactive, allowing users to search and refine results in real time. We present AiSearch, a flexible multimodal retrieval fram…
cs.AI2026
Towards Annotation-Free Validation of MLLMs: A Vision-Language Logical Consistency Metric
Ying Gu, Mei Chee Leong, Hui Li Tan +3
Dominant accuracy evaluation might reward unwarranted guessing of Large Language Models, and it might not be applicable to novel tasks for model validation without ground-truth (gt…
cs.AI2026
Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks
Mei Chee Leong, Ying Gu, Hui Li Tan +2
Frontier Multimodal Large Language Models (MLLMs) exhibit remarkable capabilities in Visual-Language Comprehension (VLC) tasks. However, they are often deployed as zero-shot soluti…