Jihyung Kil
13 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Topic Evolution
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Renaissance Researcher
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Artificial Intelligence
(10)
Core AI · Artificial Intelligence
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Deep Learning
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Machine Learning
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Natural Language Processing
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Learning Types · Deep Learning
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Computer Vision
(4)
Applications · Natural Language Processing
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Applications · Computer Vision
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Learning Types · Machine Learning
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Application Areas
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Core AI · Computer Vision
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Reinforcement Learning
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Robotics
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Analysis
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Keywords
multimodal learning
(6)
visual question answering
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vision-language model
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agent system
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autonomous agent
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zero-shot learning
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web agent
(2)
weakly supervised learning
(1)
visual reasoning
(1)
benchmark evaluation
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depth estimation
(1)
object localization
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embodied ai
(1)
instruction following
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visual context
(1)
text classification
(1)
document representation
(1)
efficient computing
(1)
chain-of-thought reasoning
(1)
neural network optimization
(1)
Papers
AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models
CVPR 2026
DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning
CVPR 2026
GUI Agents: A Survey
ACL 2025
Representation Shift: Unifying Token Compression with FlashAttention
ICCV 2025
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
EMNLP 2024
Dual-View Visual Contextualization for Web Navigation
CVPR 2024
GPT-4V(ision) is a Generalist Web Agent, if Grounded
ICML 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering
ACL 2024
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
NeurIPS 2024
PreSTU: Pre-Training for Scene-Text Understanding
ICCV 2023
One Step at a Time: Long-Horizon Vision-and-Language Navigation With Milestones
CVPR 2022
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering
EMNLP 2021
Revisiting Document Representations for Large-Scale Zero-Shot Learning
NAACL 2021