Jisoo Lee

4 papers · 2020–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ACL (1) CVPR (1) EMNLP (1) ICLR (1)

Top co-authors

Nikhil Verma (2) Dongwook Kwon (2) Raeyoung Chang (2) Harmanpreet Singh (1) Minje Jang (1) Sae-Young Chung (1) Donghyun Na (1) Wonjun Yoon (1) Hoon Kim (1) Sanghyun Woo (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Optimization & Theory (2) Computer Vision (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Processing (1)

Keywords

multi-agent system (2) ensemble learning (1) self-supervised learning (1) graph structure (1) language model (1) noisy label (1) evaluation metric (1) communication optimization (1) query difficulty (1) robust training (1) information diversity (1) collaborative reasoning (1) physics-based rendering (1) large language model (1) portrait relighting (1) graph-based evaluation (1) reasoning efficiency (1) test-time compute (1) confidence-based routing (1) reflectance model (1)

Papers

CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades ACL 2026 GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025 SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting CVPR 2024 Robust training with ensemble consensus ICLR 2020