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Author

Sung Ju Hwang

Observed name: Hwang, Sung Ju
ORCID: 0000-0002-9675-2324
Observed ORCID: 0000-0002-9675-2324
OpenAlex ID: A5136699125
MemRefine: LLM-Guided Compression for Long-Term Agent Memory
2026 · Kim, Minjae, Baek, Jinheon, et al. · arXiv (Cornell University) · 1
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PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents
2026 · Kang, Seongjae, Yu, Taehyung, et al. · arXiv (Cornell University)
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PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents
2026 · Kang, Seongjae, Yu, Taehyung, et al. · arXiv (Cornell University)
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TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration
2026 · Jeong, Soyeong, Baek, Jinheon, et al. · arXiv (Cornell University)
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It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
2026 · Park, Sangwoo, Yeo, Woongyeong, et al. · arXiv (Cornell University)
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Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR
2026 · Lee, Chanuk, Park, Sangwoo, et al. · arXiv (Cornell University)
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PREPING: Zero-Task Agent Memory Construction via Self-Practice
2026 · Choi, Yumin, Park, Sangwoo, et al. · arXiv (Cornell University)
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ES-Merging: Biological MLLM Merging via Embedding Space Signals
2026 · Lee, Wonbin, Kim, Dongki, et al. · arXiv (Cornell University)
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T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
2026 · Hyomin Lee, Sangwoo Park, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents
2026 · Kangsan Kim, Minki Kang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Learning from Adversity: Semantic-Aware Mask Refinement Through Adversarial Perturbation
2026 · Beomyoung Kim, Sung Ju Hwang · Lecture notes in computer science
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Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory
2026 · Taeil Kim, Kangsan Kim, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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AdaPath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical KGQA
2026 · Jun Hyeong Kim, Dongki Kim, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts
2026 · Dohyeon Kim, Bedionita Soro, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 14
Citation count: 1
H-index: 1
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