Jeonghwan Kim
Scholar

Jeonghwan Kim

Google Scholar ID: CcnGNN8AAAAJ
University of Illinois at Urbana-Champaign
MultimodalityVision-Language ModelsNLPRAG
Citations & Impact
All-time
Citations
191
 
H-index
8
 
i10-index
8
 
Publications
20
 
Co-authors
34
list available
Resume (English only)
Academic Achievements
  • NeurIPS 2025 (Spotlight): PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding (*equal contribution*)
  • CVPR 2025: Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval
  • ACL 2025: SYNTHIA: Novel Concept Design with Affordance Composition
  • NAACL 2025 Findings: Infogent: An Agent-Based Framework for Web Information Aggregation (*equal contribution*)
  • COLING 2025: Aligning LLMs with Individual Preferences via Interaction
  • EMNLP 2024: Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models
  • NAACL 2024 Findings: Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise (*equal contribution*)
  • EMNLP 2024 Workshop @ WikiNLP: ARMADA: Attribute-Based Multimodal Data Augmentation
  • EMNLP 2023 Findings: FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 (*equal contribution*)
  • EMNLP 2022: Graph-Induced Transformers for Efficient Multi-Hop Question Answering
  • NAACL 2022 Findings: Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering
  • EMNLP 2021: Leveraging Order-Free Tag Relations for Context-Aware Recommendation
  • EMNLP 2021: Have You Seen That Number? Investigating Extrapolation in Question Answering Models
  • Paper: Can You Distinguish Truthful from Fake Reviews? User Analysis and Assistance Tool for Fake Review Detection (*equal contribution*)
Research Experience
  • Research Scientist Intern, Meta, Redmond, WA, USA, May 2025 – Present
  • Applied Scientist Intern, Amazon, Bellevue, WA, USA, May 2024 – Aug. 2024
  • Graduate Research Assistant (Ph.D.), UIUC, Champaign, IL, USA, Aug. 2023 – Present, Advisor: Heng Ji
  • Graduate Research Assistant (M.S.), KAIST IR&NLP Lab, Daejeon, Republic of Korea, Feb. 2020 – Feb. 2022, Advisor: Sung-Hyon Myaeng
  • Research Associate, KAIST IR&NLP Lab, Daejeon, Republic of Korea, Mar. 2022 – July 2023