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Ser-Nam Lim — most-cited papers & profile · Similarity Search
← authors
·
overview
Ser-Nam Lim
12
papers ·
59
citations ·
3
h-index
University of Central Florida
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
2021 · 59 citations
Docval: Validated Chain-of-thought Distillation For Grounded Document VQA
2025
Reason to Contrast: A Cascaded Multimodal Retrieval Framework
2026
ESCA: Contextualizing Embodied Agents via Scene-Graph Generation
2025
Zero-shot Synthetic Video Realism Enhancement via Structure-aware Denoising
2025
Delta Activations: A Representation for Finetuned Large Language Models
2025
Niagara: Normal-Integrated Geometric Affine Field for Scene Reconstruction from a Single View
2025
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models
2024
DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses
2024
Topics
Vision-Language Models
Visual QA & Reasoning
Image-Text Retrieval
Benchmarks
Perception
Human-Robot Interaction
Navigation
Image Generation
Image Restoration
Video Understanding