Chankyu Lee

5 papers · 2020–2025 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (2) ECCV (1) ICML (1) NeurIPS (1)

Top co-authors

Bryan Catanzaro (4) Mohammad Shoeybi (3) Wei Ping (3) Rajarshi Roy (3) Jonathan Raiman (2) Kaushik Roy (1) Mingjie Liu (1) Alex Zihao Zhu (1) Mengyao Xu (1) Kenneth Chaney (1)

Research topics

Natural Language Processing (4) Applications (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Resources & Methods (2) Generation (1)

Keywords

hard negative mining (2) instruction tuning (2) cross-modal retrieval (1) dense retrieval (1) multimodal retrieval (1) language model (1) text embedding (1) retrieval-augmented generation (1) conversational question answering (1) dense retriever (1) large language model (1) prompt format (1) multimodal llm (1) dense vector retrieval (1) code embedding model (1) issue resolution rate (1) localization agent (1) contrastive learning (1) software engineering tasks (1) contextual information (1)

Papers

MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS ICLR 2025 Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity ICML 2025 NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models ICLR 2025 ChatQA: Surpassing GPT-4 on Conversational QA and RAG NeurIPS 2024 Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks ECCV 2020