Dongsub Shim

6 papers · 2021–2025 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🔥 Unstoppable · Bronze

Venues

NAACL (2) AAAI (1) CVPR (1) EMNLP (1) IJCAI (1)

Top co-authors

Honglak Lee (3) Dong-Ki Kim (2) Jongseong Jang (2) Sungryull Sohn (2) Lajanugen Logeswaran (2) Yiwei Lyu (2) Anthony Liu (2) Hyunwoo Kim (1) Jin Huang (1) Ram Ananth Sreenivasan (1)

Research topics

Artificial Intelligence (4) Core AI (3) Machine Learning (2) Natural Language Processing (2) Reinforcement Learning (2) Application Areas (2) Generation (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Methods (2) Deep Learning (1) Learning Types · Deep Learning (1)

Keywords

continual learning (2) catastrophic forgetting (1) adversarial learning (1) online learning (1) transfer learning (1) sequential decision making (1) knowledge distillation (1) information extraction (1) response generation (1) text summarization (1) class-incremental learning (1) task-oriented dialogue (1) graph structure (1) feature projection (1) benchmark dataset (1) dynamics mismatch (1) shapley value (1) code model (1) dialogue policy (1) zero-shot reasoning (1)

Papers

MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows NAACL 2025 Code Models are Zero-shot Precondition Reasoners NAACL 2024 Preserving Linear Separability in Continual Learning by Backward Feature Projection CVPR 2023 TOD-Flow: Modeling the Structure of Task-Oriented Dialogues EMNLP 2023 Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch IJCAI 2022 Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021