conftrace_

Yeachan Kim

20 papers · 2018–2025 · 6 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (8)
πŸ—ΊοΈ Taxonomy Completionist (50) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (18) ⚑ Prolific Year (8) πŸ’Ž Century Club (20) πŸ—ƒοΈ Keyword Collector (107)

Conferences

EMNLP (9) ACL (7) AAAI (1) COLING (1) MLHC (1) UAI (1)

Papers

Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment EMNLP 2025 SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024 SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 KOMBO: Korean Character Representations Based on the Combination Rules of Subcharacters ACL 2024 MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction EMNLP 2024 Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction EMNLP 2024 Phase-shifted adversarial training UAI 2023 Client-Customized Adaptation for Parameter-Efficient Federated Learning ACL 2023 Improving Bias Mitigation through Bias Experts in Natural Language Understanding EMNLP 2023 Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023 Dynamic Structure Pruning for Compressing CNNs AAAI 2023 An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention MLHC 2021 Adaptive Compression of Word Embeddings ACL 2020 Multi-pretraining for Large-scale Text Classification EMNLP 2020 Learning to Generate Word Representations using Subword Information COLING 2018