Chi-Guhn Lee - RankMe

75 papers A* 7A 4B 1Journal 63

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Causal Perspective of Stock Prediction Models. IEEE Trans. Knowl. Data Eng. Songci Xu, Qiangqiang Cheng, Chi-Guhn Lee
2026	A*	`conf`	A Differential Perspective on Distributional Reinforcement Learning. AAAI Juan Sebastian Rojas, Chi-Guhn Lee
2026	J	`jnl`	Deep Reinforcement Learning and The Tale of Two Temporal Difference Errors. CoRR Juan Sebastian Rojas, Chi-Guhn Lee
2026	J	`jnl`	Focus to generalize (F2G): physics-guided attention for sample efficient and generalizable deep learning defect detection. J. Intell. Manuf. Mohamed Abubakr Hassan, Mahmoud Hassan, Ahmad Sadek, Chi-Guhn Lee
2026	J	`jnl`	Gaze2Instruct (G2I): Towards a More Inclusive Language-Conditioned Robotic Assistance for Severe Speech and Motor Impairments. Int. J. Hum. Comput. Interact. Ramy Elmallah, Mohamed Abubakr Hassan, Nima Zamani, Chi-Guhn Lee
2026	J	`jnl`	Offline Discovery of Interpretable Skills from Multi-Task Trajectories. CoRR Chongyu Zhu, Mithun Vanniasinghe, Jiayu Chen, Chi-Guhn Lee
2025	A	`conf`	A Contrastive Diffusion-Based Network (CDNet) for Time Series Classification. ECAI Yaoyu Zhang, Chi-Guhn Lee
2025	J	`jnl`	A Contrastive Diffusion-based Network (CDNet) for Time Series Classification. CoRR Yaoyu Zhang, Chi-Guhn Lee
2025	J	`jnl`	A Differential Perspective on Distributional Reinforcement Learning. CoRR Juan Sebastian Rojas, Chi-Guhn Lee
2025	J	`jnl`	A distributed training method with intergenerational accumulation and cross-node random drop for mechanical fault diagnosis. Appl. Soft Comput. Zongliang Xie, Kaiyu Zhang, Jinglong Chen, Chi-Guhn Lee, Shuilong He
2025	J	`jnl`	Ergodic Risk Measures: Towards a Risk-Aware Foundation for Continual Reinforcement Learning. CoRR Juan Sebastian Rojas, Chi-Guhn Lee
2025	J	`jnl`	Forget to Learn (F2L): Circumventing plasticity-stability trade-off in continuous unsupervised domain adaptation. Pattern Recognit. Mohamed Abubakr Hassan, Chi-Guhn Lee
2025	J	`jnl`	Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems. CoRR Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Chi-Guhn Lee, Taesik Lee
2025	J	`jnl`	Improved dynamic time warping for fire safety emergency response: A robust and interpretable extension. Knowl. Based Syst. Yaoyu Zhang, Huilei Wang, Fuyu Wang, Mohammad Hamed Mozaffari, Yoon Ko, Nour Elsagan, Chi-Guhn Lee
2025	J	`jnl`	Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning. CoRR Koorosh Moslemi, Chi-Guhn Lee
2025	J	`jnl`	Optimizing Markov decision process state design for deep reinforcement learning manufacturing scheduling using Bayesian optimization. J. Comput. Des. Eng. Woo-Sik Yoo, Jongeun Kim, David Molina Concha, Chi-Guhn Lee
2025	J	`jnl`	Reward design in multi-agent systems using successor features and multi-information source bayesian optimization. Int. J. Mach. Learn. Cybern. Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee
2025	J	`jnl`	Score the Steps, Not Just the Goal: VLM-Based Subgoal Evaluation for Robotic Manipulation. CoRR Ramy Elmallah, Krish Chhajer, Chi-Guhn Lee
2024	J	`jnl`	A general inspection and replacement policy for protection systems subject to shocks with state dependent effect. Reliab. Eng. Syst. Saf. Augusto José da Silva Rodrigues, Cristiano A. V. Cavalcante, Chi-Guhn Lee
2024	J	`jnl`	Algorithmic Contract Design with Reinforcement Learning Agents. CoRR David Molina Concha, Kyeong-Hyeon Park, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee
2024	J	`jnl`	Alleviating confirmation bias in perpetually dynamic environments: Continuous unsupervised domain adaptation-based condition monitoring (CUDACoM). Eng. Appl. Artif. Intell. Mohamed Abubakr Hassan, Chi-Guhn Lee
2024	J	`jnl`	An unsupervised spatiotemporal fusion network augmented with random mask and time-relative information modulation for anomaly detection of machines with multiple measuring points. Expert Syst. Appl. Kaiyu Zhang, Jinglong Chen, Chi-Guhn Lee, Shuilong He
2024	J	`jnl`	Approximate and Memorize (A&M) : Settling opposing views in replay-based continuous unsupervised domain adaptation. Knowl. Based Syst. Mohamed Abubakr Hassan, Ramy Elmallah, Chi-Guhn Lee
2024	J	`jnl`	Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration. CoRR David Molina Concha, Jiping Li, Haoran Yin, Kyeonghyeon Park, Hyun-Rok Lee, Taesik Lee, Dhruv Sirohi, Chi-Guhn Lee
2024	J	`jnl`	Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes. CoRR Juan Sebastian Rojas, Chi-Guhn Lee
2024	J	`jnl`	Deep temporal-spectral domain adaptation for bearing fault diagnosis. Knowl. Based Syst. Yifei Ding, Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
2024	J	`jnl`	Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment. IEEE Trans. Ind. Informatics Yifei Ding, Minping Jia, Yudong Cao, Xiaoan Yan, Xiaoli Zhao, Chi-Guhn Lee
2023	J	`jnl`	A deep reinforcement learning approach for repair-based maintenance of multi-unit systems using proportional hazards model. Reliab. Eng. Syst. Saf. Seyedvahid Najafi, Chi-Guhn Lee
2023	J	`jnl`	Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions. Reliab. Eng. Syst. Saf. Yifei Ding, Minping Jia, Jichao Zhuang, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
2023	J	`jnl`	Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions. Knowl. Based Syst. Yifei Ding, Minping Jia, Yudong Cao, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
2023	J	`jnl`	Gravity algorithm for the community detection of large-scale network. J. Ambient Intell. Humaniz. Comput. Majid Arasteh, Somayeh Alizadeh, Chi-Guhn Lee
2023	J	`jnl`	Optimal distribution of perishable foods with storage temperature control and quality requirements: An integrated vehicle routing problem. Comput. Ind. Eng. Amir Ahmadi-Javid, Moeinoddin Mansourfar, Chi-Guhn Lee, Li Liu
2023	A*	`conf`	Recursive Time Series Data Augmentation. ICLR Amine Mohamed Aboussalah, Min-Jae Kwon, Raj G. Patel, Cheng Chi, Chi-Guhn Lee
2023	J	`jnl`	Self-Supervised Metalearning Generative Adversarial Network for Few-Shot Fault Diagnosis of Hoisting System With Limited Data. IEEE Trans. Ind. Informatics Yang Li, Feiyun Xu, Chi-Guhn Lee
2023	J	`jnl`	Time series classification, augmentation and artificial-intelligence-enabled software for emergency response in freight transportation fires. Expert Syst. Appl. Sijie Tian, Yaoyu Zhang, Yuchun Feng, Nour Elsagan, Yoon Ko, Mohammad Hamed Mozaffari, Dexen D. Z. Xi, Chi-Guhn Lee
2023	J	`jnl`	ΔV-learning: An adaptive reinforcement learning algorithm for the optimal stopping problem. Expert Syst. Appl. Xiying Li, Chi-Guhn Lee
2022	J	`jnl`	A Pattern-Driven Stochastic Degradation Model for the Prediction of Remaining Useful Life of Rechargeable Batteries. IEEE Trans. Ind. Informatics Zihan Zhang, Yeonjeong Jeong, Jongseong Jang, Chi-Guhn Lee
2022	J	`jnl`	An Optimal Transport-Embedded Similarity Measure for Diagnostic Knowledge Transferability Analytics Across Machines. IEEE Trans. Ind. Electron. Bin Yang, Yaguo Lei, Songci Xu, Chi-Guhn Lee
2022	J	`jnl`	Don't overfit the history - Recursive time series data augmentation. CoRR Amine Mohamed Aboussalah, Min-Jae Kwon, Raj G. Patel, Cheng Chi, Chi-Guhn Lee
2022	B	`conf`	Meta-free few-shot learning via representation learning with weight averaging. IJCNN Kuilin Chen, Chi-Guhn Lee
2022	J	`jnl`	Meta-free representation learning for few-shot learning via stochastic weight averaging. CoRR Kuilin Chen, Chi-Guhn Lee
2022	A*	`conf`	Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch. IJCAI Hyun-Rok Lee, Ram Ananth Sreenivasan, Yeonjeong Jeong, Jongseong Jang, Dongsub Shim, Chi-Guhn Lee
2022	J	`jnl`	Multiobjective Evolution Enhanced Collaborative Health Monitoring and Prognostics: A Case Study of Bearing Life Test With Three-Axis Acceleration Signals. IEEE Trans. Instrum. Meas. Peng Ding, Minping Jia, Jichao Zhuang, Yifei Ding, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
2022	J	`jnl`	Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus
2022	J	`jnl`	Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps. CoRR Kuilin Chen, Chi-Guhn Lee
2021	J	`jnl`	A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric Uncertainties. IEEE Trans. Ind. Electron. Gaoyang Li, Li Yang, Chi-Guhn Lee, Xiaohua Wang, Mingzhe Rong
2021	A	`conf`	A Marginal Log-Likelihood Approach for the Estimation of Discount Factors of Multiple Experts in Inverse Reinforcement Learning. IROS Babatunde H. Giwa, Chi-Guhn Lee
2021	J	`jnl`	An optimal opportunistic maintenance policy for a two-unit series system with general repair using proportional hazards models. Reliab. Eng. Syst. Saf. Seyedvahid Najafi, Rui Zheng, Chi-Guhn Lee
2021	J	`jnl`	Attentive Gaussian processes for probabilistic time-series generation. CoRR Kuilin Chen, Chi-Guhn Lee
2021	A*	`conf`	Bayesian Experience Reuse for Learning from Multiple Demonstrators. IJCAI Mike Gimelfarb, Scott Sanner, Chi-Guhn Lee
2021	A	`conf`	Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts. UAI Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
2021	A*	`conf`	Incremental few-shot learning via vector quantization in deep embedded space. ICLR Kuilin Chen, Chi-Guhn Lee
2021	A*	`conf`	Risk-Aware Transfer in Reinforcement Learning using Successor Features. NeurIPS Michael Gimelfarb, André Barreto, Scott Sanner, Chi-Guhn Lee
2021	J	`jnl`	Risk-Aware Transfer in Reinforcement Learning using Successor Features. CoRR Michael Gimelfarb, André Barreto, Scott Sanner, Chi-Guhn Lee
2020	J	`jnl`	Bayesian Experience Reuse for Learning from Multiple Demonstrators. CoRR Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
2020	J	`jnl`	Contextual Policy Reuse using Deep Mixture Models. CoRR Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
2020	J	`jnl`	Continuous control with Stacked Deep Dynamic Recurrent Reinforcement Learning for portfolio optimization. Expert Syst. Appl. Amine Mohamed Aboussalah, Chi-Guhn Lee
2020	J	`jnl`	ε-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning. CoRR Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
2019	J	`jnl`	A two-phase preventive maintenance policy considering imperfect repair and postponed replacement. Eur. J. Oper. Res. Li Yang, Zhi-Sheng Ye, Chi-Guhn Lee, Su-Fen Yang, Rui Peng
2019	A	`conf`	Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning. UAI Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
2018	A*	`conf`	Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach. NeurIPS Michael Gimelfarb, Scott Sanner, Chi-Guhn Lee
2016	J	`jnl`	Bounds for portfolio weights in decentralized asset allocation. INFOR Inf. Syst. Oper. Res. Minho Lee, Roy H. Kwon, Chi-Guhn Lee
2015	J	`jnl`	Multistate Bayesian Control Chart Over a Finite Horizon. Oper. Res. Jue Wang, Chi-Guhn Lee
2015	J	`jnl`	Socially responsible service operations management: an overview. Ann. Oper. Res. Hosang Jung, Chi-Guhn Lee, Chelsea C. White III
2013	J	`jnl`	Accelerated modified policy iteration algorithms for Markov decision processes. Math. Methods Oper. Res. Oleksandr Shlakhter, Chi-Guhn Lee
2013	J	`jnl`	Model and algorithm of fuzzy joint replenishment problem under credibility measure on fuzzy goal. Knowl. Based Syst. Lin Wang, Qing-Liang Fu, Chi-Guhn Lee, Yurong Zeng
2011	J	`jnl`	Optimal Bayesian fault prediction scheme for a partially observable system subject to random failure. Eur. J. Oper. Res. Michael Jong Kim, Rui Jiang, Viliam Makis, Chi-Guhn Lee
2011	J	`jnl`	Pricing swing options with regime switching. Ann. Oper. Res. M. I. M. Wahab, Chi-Guhn Lee
2010	J	`jnl`	Acceleration Operators in the Value Iteration Algorithms for Markov Decision Processes. Oper. Res. Oleksandr Shlakhter, Chi-Guhn Lee, Dmitry Khmelev, Nasser Jaber
2010	J	`jnl`	On the supplier diversification under binomial yield. Oper. Res. Lett. M. Mahdi Tajbakhsh, Chi-Guhn Lee, Saeed Zolfaghari
2010	J	`jnl`	Stochastic DEA with ordinal data applied to a multi-attribute pricing problem. Eur. J. Oper. Res. Desheng Dash Wu, Chi-Guhn Lee
2009	J	`jnl`	Justification for the next generation of maintenance modelling techniques. J. Oper. Res. Soc. E. K. Doyle, Chi-Guhn Lee, D. I. Cho
2008	J	`jnl`	A generic approach to measuring the machine flexibility of manufacturing systems. Eur. J. Oper. Res. M. I. M. Wahab, Desheng Dash Wu, Chi-Guhn Lee
2007	J	`jnl`	Alternative configurations for cutting machines in a tube cutting mill. Eur. J. Oper. Res. Iman Hajizadeh, Chi-Guhn Lee
2007	J	`jnl`	Evaluation of inventory policies with unidirectional substitutions. Eur. J. Oper. Res. Jun Liu, Chi-Guhn Lee