Ji Soo Lee

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICCV (2) AAAI (1) EMNLP (1)

Top co-authors

Hyunwoo J. Kim (4) Dohwan Ko (2) Jongha Kim (1) Jaewon Chu (1) Jihwan Park (1) Jeehye Na (1) Jinyoung Park (1) Howoong Lee (1) Zihang Meng (1) Jaewon Cho (1)

Research topics

Artificial Intelligence (4) Core AI (4) Natural Language Processing (3) Applications (3) Machine Learning (2) Deep Learning (1) Application Areas (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

multimodal large language model (2) direct preference optimization (2) text-video retrieval (2) multimodal reasoning (1) video question answering (1) video-language model (1) retrieval model (1) retrieval relevance (1) caption generation (1) temporal localization (1) dense video captioning (1) open-vocabulary learning (1) graph neural network (1) role embedding (1) bidirectional likelihood (1) candidate prior normalization (1) prior bias mitigation (1) domain generalization (1) video caption generation (1) multimodal learning (1)

Papers

Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval ICCV 2025 Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization EMNLP 2025 VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025 Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023