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Sungchul Kim

31 papers · 2012–2026 · 9 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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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (63) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ‘₯ Mega-Team Β· Squad 🀝 Dynamic Duo (23) ⚑ Prolific Year Β· Prolific πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner πŸ’Ž Century Club Β· Bronze πŸš€ Conference Pioneer 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (143)

Venues

ACL (8) EMNLP (8) NAACL (7) ICLR (2) ICML (2) AAAI (1) EACL (1) JMLR (1) WACV (1)

Top co-authors

Tong Yu (23) Ryan A. Rossi (18) Ruiyi Zhang (10) Junda Wu (10) Nedim Lipka (10) Handong Zhao (9) Ryan Rossi (8) Yu Xia (8) Franck Dernoncourt (7) Xiang Chen (6)

Research topics

Artificial Intelligence (21) Core AI (19) Machine Learning (16) Natural Language Processing (16) Learning Types Β· Machine Learning (11) Deep Learning (8) Applications (8) Generation (5) Learning Types Β· Deep Learning (5) Resources & Methods (5) Computer Vision (3) Application Areas (3) Core Methods (3) Learning Paradigms (3) Understanding (3)

Keywords

large language model (11) knowledge graph (3) multimodal learning (3) question answering (2) knowledge distillation (2) active learning (2) figure caption generation (2) vision-language model (2) zero-shot learning (2) link prediction (2) reinforcement learning (2) figure caption (2) federated learning (2) named entity recognition (2) retrieval-augmented generation (2) visual perception (1) domain adaptation (1) online learning (1) few-shot learning (1) continual learning (1)

Papers

A Survey on LLM-based Conversational User Simulation EACL 2026 VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026 Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 Fully Dynamic Embedding into β„“_p Spaces ICML 2025 GUI Agents: A Survey ACL 2025 Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models EMNLP 2025 Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval NAACL 2025 LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025 Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025 SAND: Boosting LLM Agents with Self-Taught Action Deliberation EMNLP 2025 Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025 Understanding Writing Assistants for Scientific Figure Captions: A Thematic Analysis NAACL 2025 Advancing Vision-Language Models with Adapter Ensemble Strategies EMNLP 2024 DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024 Editing Partially Observable Networks via Graph Diffusion Models ICML 2024 Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024 Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024 Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model JMLR 2024 Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs ICLR 2023 Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023 GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023 Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022 Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021 Learning Contextualized Knowledge Structures for Commonsense Reasoning ACL 2021 Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation ICLR 2021 Figure Captioning with Relation Maps for Reasoning WACV 2020 Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia ACL 2012