conftrace_

Jung-Eun Kim

5 papers · 2022–2025 · 5 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏆 Grand Slam

Conferences

AAAI (1) ICLR (1) ICML (1) NIPS (1) UAI (1)

Top co-authors

Jianwei Li (1) Vishwesh Sangarya (1) Xingli Fang (1) Cuong Tran (1) Ferdinando Fioretto (1) Varun Mulchandani (1) Rakshit Naidu (1)

Keywords

model compression (1) network pruning (1) distribution shift (1) gradient norm (1) model reuse (1) carbon emission (1) disparate impact (1) task shift (1) model reusability (1) sustainable deep learning (1) retraining cost (1)

Papers

RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability AAAI 2025 Severing Spurious Correlations with Data Pruning ICLR 2025 Safety Alignment Can Be Not Superficial With Explicit Safety Signals ICML 2025 Center-Based Relaxed Learning Against Membership Inference Attacks UAI 2024 Pruning has a disparate impact on model accuracy NIPS 2022