Donghun Lee - RankMe

25 papers A* 2A 1B 1Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments. AAAI Taehun Cha, Donghun Lee
2025	J	`jnl`	CLIP-KOA: Enhancing Knee Osteoarthritis Diagnosis with Multi-Modal Learning and Symmetry-Aware Loss Functions. CoRR Yejin Jeong, Donghun Lee
2025	—	`conf`	CLIP-KOA: Enhancing Knee Osteoarthritis Diagnosis with Multi-modal Learning and Symmetry-Aware Loss Functions. LMID@MICCAI Yejin Jeong, Donghun Lee
2025	J	`jnl`	Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space. CoRR Jaeheun Jung, Donghun Lee
2025	J	`jnl`	Curse of Smoothness in Functional Neural Networks. IEEE Signal Process. Lett. Taehun Cha, Donghun Lee
2025	J	`jnl`	Data-Driven Dimensional Synthesis of Diverse Planar Four-bar Function Generation Mechanisms via Direct Parameterization. CoRR Woon Ryong Kim, Jaeheun Jung, Jeong Un Ha, Donghun Lee, Jae Kyung Shim
2025	J	`jnl`	IPPRO: Importance-based Pruning with PRojective Offset for Magnitude-indifferent Structural Pruning. CoRR Jaeheun Jung, Jaehyuk Lee, Yeajin Lee, Donghun Lee
2025	—	`conf`	Investigating the Limits of Graph Foundation Model in Real-World Travel Recommendation Systems. PAKDD (Workshops) Nayoung Lee, Gunmin Lee, Donghun Lee
2025	J	`jnl`	OPC: One-Point-Contraction Unlearning Toward Deep Feature Forgetting. CoRR Jaeheun Jung, Bosung Jung, Suhyun Bae, Donghun Lee
2025	J	`jnl`	Re-experiment Smart: a Novel Method to Enhance Data-driven Prediction of Mechanical Properties of Epoxy Polymers. CoRR Wanshan Cui, Yejin Jeong, Inwook Song, Gyuri Kim, Minsang Kwon, Donghun Lee
2024	J	`jnl`	ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments. CoRR Taehun Cha, Donghun Lee
2024	J	`jnl`	Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition. CoRR Jaeheun Jung, Jaehyuk Lee, Chang-Hae Jung, Hanyoung Kim, Bosung Jung, Donghun Lee
2024	J	`jnl`	Bypassing Stationary Points in Training Deep Learning Models. IEEE Trans. Neural Networks Learn. Syst. Jaeheun Jung, Donghun Lee
2024	J	`jnl`	PPSD GAN: PPSD-Informed Generative Model for Ambient Seismic Noise Synthesizing. IEEE Geosci. Remote. Sens. Lett. Keunsuk Cho, Jeongun Ha, Jihun Lim, Jongwon Han, Seongryong Kim, Donghun Lee
2024	—	`conf`	Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts. EMNLP (Findings) Taehun Cha, Donghun Lee
2024	J	`jnl`	Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts. CoRR Taehun Cha, Donghun Lee
2024	—	`conf`	SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model. EACL (1) Taehun Cha, Donghun Lee
2022	B	`conf`	Noun-MWP: Math Word Problems Meet Noun Answers. COLING Taehun Cha, Jaeheun Jung, Donghun Lee
2022	—	`conf`	Online Learning with Regularized Knowledge Gradients. PAKDD (2) Donghun Lee, Warren B. Powell
2019	J	`jnl`	Bias-Corrected Q-Learning With Multistate Extension. IEEE Trans. Autom. Control. Donghun Lee, Warren B. Powell
2019	—	`—`	Learning to Learn Optimally: A Practical Framework for Machine Learning Applications with Finite Time Horizon Donghun Lee
2019	A	`conf`	Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator. AAMAS Donghun Lee, Warren B. Powell
2017	—	`conf`	Optimal online learning in bidding for sponsored search auctions. SSCI Donghun Lee, Piotr Ziolo, Weidong Han, Warren B. Powell
2013	—	`conf`	Bias-corrected Q-learning to control max-operator bias in Q-learning. ADPRL Donghun Lee, Boris Defourny, Warren B. Powell
2012	A*	`conf`	An Intelligent Battery Controller Using Bias-Corrected Q-learning. AAAI Donghun Lee, Warren B. Powell