Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation.

Kimin Lee Dongyoon Hahm Taywon Min Woogyeol Jin Kimin Lee Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation. 37443-37451 2026 AAAI https://doi.org/10.1609/aaai.v40i44.41077 conf/aaai/2026 db/conf/aaai/aaai2026.html#HahmMJL26 Juyong Lee Dongyoon Hahm June Suk Choi W. Bradley Knox Kimin Lee MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control. 37565-37573 2026 AAAI https://doi.org/10.1609/aaai.v40i44.41090 conf/aaai/2026 db/conf/aaai/aaai2026.html#LeeHCKL26 Juheon Choi Juyong Lee Jian Kim Chanyoung Kim Taywon Min W. Bradley Knox Min Kyung Lee Kimin Lee State Your Intention to Steer Your Attention: An AI Assistant for Intentional Digital Living. 919:1-919:29 2026 CHI https://doi.org/10.1145/3772318.3791404 conf/chi/2026 db/conf/chi/chi2026.html#ChoiLKKMKLL26

Woogyeol Jin Taywon Min Yongjin Yang Swanand Ravindra Kadhe Yi Zhou 0015 Dennis Wei Nathalie Baracaldo Kimin Lee Entropy-Aware On-Policy Distillation of Language Models. 2026 March abs/2603.07079 CoRR https://doi.org/10.48550/arXiv.2603.07079 db/journals/corr/corr2603.html#abs-2603-07079 streams/journals/corr

Haeone Lee Taywon Min Junsu Kim Sinjae Kang Fangchen Liu Lerrel Pinto Kimin Lee Quality over Quantity: Demonstration Curation via Influence Functions for Data-Centric Robot Learning. 2026 March abs/2603.09056 CoRR https://doi.org/10.48550/arXiv.2603.09056 db/journals/corr/corr2603.html#abs-2603-09056 streams/journals/corr

Suchae Jeong Jaehwi Song Haeone Lee Hanna Kim Jian Kim Dongjun Lee Dong Kyu Shin Changyeon Kim Dongyoon Hahm Woogyeol Jin Juheon Choi Kimin Lee Learning Multi-View Spatial Reasoning from Cross-View Relations. 2026 March abs/2603.27967 CoRR https://doi.org/10.48550/arXiv.2603.27967 db/journals/corr/corr2603.html#abs-2603-27967 streams/journals/corr

Jaehyeok Doo Byeongguk Jeon Seonghyeon Ye Kimin Lee Minjoon Seo Q-Flow: Stable and Expressive Reinforcement Learning with Flow-Based Policy. 2026 May abs/2605.13435 CoRR https://doi.org/10.48550/arXiv.2605.13435 db/journals/corr/corr2605.html#abs-2605-13435 streams/journals/corr

Sinjae Kang Chanyoung Kim Kaixin Wang Li Zhao Kimin Lee WarmPrior: Straightening Flow-Matching Policies with Temporal Priors. 2026 May abs/2605.13959 CoRR https://doi.org/10.48550/arXiv.2605.13959 db/journals/corr/corr2605.html#abs-2605-13959 streams/journals/corr

Dongyoon Hahm Dylan Hadfield-Menell Kimin Lee Alignment Tampering: How Reinforcement Learning from Human Feedback Is Exploited to Optimize Misaligned Biases. 2026 May abs/2605.27355 CoRR https://doi.org/10.48550/arXiv.2605.27355 db/journals/corr/corr2605.html#abs-2605-27355 streams/journals/corr

Dongjun Lee Juheon Choi Dong Kyu Shin Sinjae Kang Kimin Lee Hierarchical Policies from Verbal and Egocentric Human Signals for Natural Human-Robot Interaction. 2026 June abs/2606.10276 CoRR https://doi.org/10.48550/arXiv.2606.10276 db/journals/corr/corr2606.html#abs-2606-10276 streams/journals/corr

Haeone Lee Byeongguk Jeon Suchae Jeong Jian Kim Kimin Lee SPACE: Enabling Learning from Cross-Robot Data Toward Generalist Policies. 2026 June abs/2606.24049 CoRR https://doi.org/10.48550/arXiv.2606.24049 db/journals/corr/corr2606.html#abs-2606-24049 streams/journals/corr

Xinyao Qin Junjie Lu Kaixin Wang Chuheng Zhang Sinjae Kang Kimin Lee Min Xu Bin Liang Jun Yang Li Zhao Beyond Monotonic Progress: Retry-Supervised Value Learning for Robot Imitation. 2026 June abs/2606.24633 CoRR https://doi.org/10.48550/arXiv.2606.24633 db/journals/corr/corr2606.html#abs-2606-24633 streams/journals/corr

Jaehwi Song Suchae Jeong Byeongguk Jeon Sungdong Kim Minjoon Seo Hyungmok Son Kimin Lee HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation. 2026 June abs/2606.31682 CoRR https://doi.org/10.48550/arXiv.2606.31682 db/journals/corr/corr2606.html#abs-2606-31682 streams/journals/corr

Daewon Chae June Suk Choi Jinkyu Kim Kimin Lee DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models. 15696-15703 2025 AAAI https://doi.org/10.1609/aaai.v39i15.33723 conf/aaai/2025 db/conf/aaai/aaai2025.html#ChaeCKL25 Sangyeop Kim 0001 Yohan Lee Yongwoo Song Kimin Lee What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs. 2043-2063 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.101 https://aclanthology.org/2025.acl-long.101/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#0001LSL25 Dongyoon Hahm Woogyeol Jin June Suk Choi Sungsoo Ahn Kimin Lee Enhancing LLM Agent Safety via Causal Influence Prompting. 15143-15168 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.784 https://aclanthology.org/2025.findings-acl.784/ conf/acl/2025f db/conf/acl/acl2025f.html#HahmJCAL25 Taywon Min Haeone Lee Yongchan Kwon Kimin Lee Understanding Impact of Human Feedback via Influence Functions. 27471-27500 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.1333 https://aclanthology.org/2025.acl-long.1333/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#MinLKL25 Sangwon Jang June Suk Choi Jaehyeong Jo Kimin Lee Sung Ju Hwang Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models. 8203-8212 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Jang_Silent_Branding_Attack_Trigger-free_Data_Poisoning_Attack_on_Text-to-Image_Diffusion_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00768 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#JangCJLH25 Eugene Jang Kimin Lee Jin-Woo Chung Keuntae Park Seungwon Shin 0001 Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers. 18209-18216 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.919 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#JangLCPS25 streams/conf/emnlp June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing. 2025 ICLR https://openreview.net/forum?id=9OfKxKoYNw conf/iclr/2025 db/conf/iclr/iclr2025.html#ChoiLJXSL25 Changyeon Kim Minho Heo Doohyun Lee Honglak Lee Jinwoo Shin Joseph J. Lim Kimin Lee Subtask-Aware Visual Reward Learning from Segmented Demonstrations. 2025 ICLR https://openreview.net/forum?id=mqKVe6F3Up conf/iclr/2025 db/conf/iclr/iclr2025.html#KimHLLSLL25 Dongyoung Kim Kimin Lee Jinwoo Shin Jaehyung Kim 0001 Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment. 2025 ICLR https://openreview.net/forum?id=BPgK5XW1Nb conf/iclr/2025 db/conf/iclr/iclr2025.html#KimLS025 Dongjun Lee Juyong Lee Kyuyoung Kim Jihoon Tack Jinwoo Shin Yee Whye Teh Kimin Lee Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents. 2025 ICLR https://openreview.net/forum?id=3Gzz7ZQLiz conf/iclr/2025 db/conf/iclr/iclr2025.html#LeeLKTSTL25 Yongjin Yang Sihyeon Kim Hojung Jung Sangmin Bae SangMook Kim Se-Young Yun Kimin Lee Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models. 2025 ICLR https://openreview.net/forum?id=8jvVNPHtVJ conf/iclr/2025 db/conf/iclr/iclr2025.html#YangKJBKYL25 Seonghyeon Ye Joel Jang Byeongguk Jeon Se June Joo Jianwei Yang Baolin Peng Ajay Mandlekar Reuben Tan Yu-Wei Chao Bill Yuchen Lin Lars Liden Kimin Lee Jianfeng Gao 0001 Luke Zettlemoyer Dieter Fox Minjoon Seo Latent Action Pretraining from Videos. 2025 ICLR https://openreview.net/forum?id=VYOe2eBQeh conf/iclr/2025 db/conf/iclr/iclr2025.html#YeJJJYPMTCLLL0Z25 Hyungjun Yoon Jae Hyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li 0001 Taesik Gong Kimin Lee Sung-Ju Lee SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay. 226-239 2025 SenSys https://doi.org/10.1145/3715014.3722066 conf/sensys/2025 db/conf/sensys/sensys2025.html#YoonKTD0GLL25 Hanna Kim Minkyoo Song Seung Ho Na Seungwon Shin 0001 Kimin Lee When LLMs Go Online: The Emerging Threat of Web-Enabled LLMs. 1729-1748 2025 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity25/presentation/kim-hanna conf/uss/2025 db/conf/uss/uss2025.html#KimSN0L25

Taywon Min Haeone Lee Hanho Ryu Yongchan Kwon Kimin Lee Understanding Impact of Human Feedback via Influence Functions. 2025 January abs/2501.05790 CoRR https://doi.org/10.48550/arXiv.2501.05790 db/journals/corr/corr2501.html#abs-2501-05790 streams/journals/corr

Daewon Chae June Suk Choi Jinkyu Kim Kimin Lee DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models. 2025 February abs/2502.14070 CoRR https://doi.org/10.48550/arXiv.2502.14070 db/journals/corr/corr2502.html#abs-2502-14070 streams/journals/corr

Changyeon Kim Minho Heo Doohyun Lee Jinwoo Shin Honglak Lee Joseph J. Lim Kimin Lee Subtask-Aware Visual Reward Learning from Segmented Demonstrations. 2025 February abs/2502.20630 CoRR https://doi.org/10.48550/arXiv.2502.20630 db/journals/corr/corr2502.html#abs-2502-20630 streams/journals/corr

Sangwon Jang June Suk Choi Jaehyeong Jo Kimin Lee Sung Ju Hwang Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models. 2025 March abs/2503.09669 CoRR https://doi.org/10.48550/arXiv.2503.09669 db/journals/corr/corr2503.html#abs-2503-09669 streams/journals/corr

Dongjun Lee Juyong Lee Kyuyoung Kim Jihoon Tack Jinwoo Shin Yee Whye Teh Kimin Lee Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents. 2025 March abs/2503.10689 CoRR https://doi.org/10.48550/arXiv.2503.10689 db/journals/corr/corr2503.html#abs-2503-10689 streams/journals/corr

Sangyeop Kim 0001 Yohan Lee Yongwoo Song Kimin Lee What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs. 2025 May abs/2505.19773 CoRR https://doi.org/10.48550/arXiv.2505.19773 db/journals/corr/corr2505.html#abs-2505-19773 streams/journals/corr

Yongjin Yang Euiin Yi Jongwoo Ko Kimin Lee Zhijing Jin 0001 Se-Young Yun Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness. 2025 May abs/2505.22960 CoRR https://doi.org/10.48550/arXiv.2505.22960 db/journals/corr/corr2505.html#abs-2505-22960 streams/journals/corr

Yongjin Yang Sinjae Kang Juyong Lee Dongjun Lee Se-Young Yun Kimin Lee Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback. 2025 June abs/2506.04287 CoRR https://doi.org/10.48550/arXiv.2506.04287 db/journals/corr/corr2506.html#abs-2506-04287 streams/journals/corr

Dongryung Lee Se June Joo Kimin Lee Beomjoon Kim Prime the search: Using large language models for guiding geometric task and motion planning by warm-starting tree search. 2025 June abs/2506.07062 CoRR https://doi.org/10.48550/arXiv.2506.07062 db/journals/corr/corr2506.html#abs-2506-07062 streams/journals/corr

June Suk Choi Kyungmin Lee Sihyun Yu Yisol Choi Jinwoo Shin Kimin Lee Enhancing Motion Dynamics of Image-to-Video Models via Adaptive Low-Pass Guidance. 2025 June abs/2506.08456 CoRR https://doi.org/10.48550/arXiv.2506.08456 db/journals/corr/corr2506.html#abs-2506-08456 streams/journals/corr

Dongyoon Hahm Woogyeol Jin June Suk Choi Sungsoo Ahn Kimin Lee Enhancing LLM Agent Safety via Causal Influence Prompting. 2025 July abs/2507.00979 CoRR https://doi.org/10.48550/arXiv.2507.00979 db/journals/corr/corr2507.html#abs-2507-00979 streams/journals/corr

Dongyoon Hahm Taywon Min Woogyeol Jin Kimin Lee Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation. 2025 August abs/2508.14031 CoRR https://doi.org/10.48550/arXiv.2508.14031 db/journals/corr/corr2508.html#abs-2508-14031 streams/journals/corr

Dongjun Lee Changho Hwang Kimin Lee Learning to Generate Unit Test via Adversarial Reinforcement Learning. 2025 August abs/2508.21107 CoRR https://doi.org/10.48550/arXiv.2508.21107 db/journals/corr/corr2508.html#abs-2508-21107 streams/journals/corr

Inkyu Park Jeong-Gwan Lee Taehwan Kwon Juheon Choi Seungku Kim Junsu Kim Kimin Lee Adversarial Reinforcement Learning Framework for ESP Cheater Simulation. 2025 September abs/2509.24274 CoRR https://doi.org/10.48550/arXiv.2509.24274 db/journals/corr/corr2509.html#abs-2509-24274 streams/journals/corr

Changyeon Kim Haeone Lee Younggyo Seo Kimin Lee Yuke Zhu DEAS: DEtached value learning with Action Sequence for Scalable Offline RL. 2025 October abs/2510.07730 CoRR https://doi.org/10.48550/arXiv.2510.07730 db/journals/corr/corr2510.html#abs-2510-07730 streams/journals/corr

Juheon Choi Juyong Lee Jian Kim Chanyoung Kim Taywon Min W. Bradley Knox Min Kyung Lee Kimin Lee State Your Intention to Steer Your Attention: An AI Assistant for Intentional Digital Living. 2025 October abs/2510.14513 CoRR https://doi.org/10.48550/arXiv.2510.14513 db/journals/corr/corr2510.html#abs-2510-14513 streams/journals/corr

Dan Hendrycks Dawn Song Christian Szegedy Honglak Lee Yarin Gal Erik Brynjolfsson Sharon Li 0001 Andy Zou Lionel Levine Bo Han 0003 Jie Fu 0001 Ziwei Liu 0002 Jinwoo Shin Kimin Lee Mantas Mazeika Long Phan George Ingebretsen Adam Khoja Cihang Xie Olawale Salaudeen Matthias Hein 0001 Kevin Zhao Alexander Pan David Duvenaud Bo Li 0026 Steve Omohundro Gabriel Alfour Max Tegmark Kevin McGrew Gary Marcus 0001 Jaan Tallinn Eric Schmidt Yoshua Bengio A Definition of AGI. 2025 October abs/2510.18212 CoRR https://doi.org/10.48550/arXiv.2510.18212 db/journals/corr/corr2510.html#abs-2510-18212 streams/journals/corr

Katherine M. Collins Najoung Kim Yonatan Bitton Verena Rieser Shayegan Omidshafiei Yushi Hu Sherol Chen Senjuti Dutta Minsuk Chang Kimin Lee Youwei Liang Georgina Evans Sahil Singla 0005 Gang Li Adrian Weller Junfeng He Deepak Ramachandran Krishnamurthy Dj Dvijotham Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. 293-303 2024 AIES (1) https://doi.org/10.1609/aies.v7i1.31637 conf/aies/2024-1 db/conf/aies/aies2024-1.html#CollinsKBROHCDC24 Minyoung Hwang Luca Weihs Chanwoo Park Kimin Lee Aniruddha Kembhavi Kiana Ehsani Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences. 16216-16226 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01535 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#HwangWPLKE24 Hyungjun Yoon Biniyam Aschalew Tolera Taesik Gong Kimin Lee Sung-Ju Lee By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting. 2219-2241 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.133 https://aclanthology.org/2024.emnlp-main.133 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#YoonTGLL24 Kyuyoung Kim Ah Jeong Seo Hao Liu Jinwoo Shin Kimin Lee Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback. 13554-13570 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.792 https://aclanthology.org/2024.findings-emnlp.792 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#KimSLSL24 Kyuyoung Kim Jongheon Jeong Minyong An Mohammad Ghavamzadeh Krishnamurthy Dj Dvijotham Jinwoo Shin Kimin Lee Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models. 2024 ICLR https://openreview.net/forum?id=Let8OMe20n conf/iclr/2024 db/conf/iclr/iclr2024.html#KimJAGDSL24 Sangwon Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/b6e67ae290635d0874c4cb43ba2a2cfb-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#JangJLH24

Kyuyoung Kim Jongheon Jeong Minyong An Mohammad Ghavamzadeh Krishnamurthy Dvijotham Jinwoo Shin Kimin Lee Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models. 2024 abs/2404.01863 CoRR https://doi.org/10.48550/arXiv.2404.01863 db/journals/corr/corr2404.html#abs-2404-01863

Sangwon Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models. 2024 abs/2404.04243 CoRR https://doi.org/10.48550/arXiv.2404.04243 db/journals/corr/corr2404.html#abs-2404-04243

Hyungjun Yoon Jae Hyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li 0001 Taesik Gong Kimin Lee Sung-Ju Lee ADAPT^2: Adapting Pre-Trained Sensing Models to End-Users via Self-Supervision Replay. 2024 abs/2404.15305 CoRR https://doi.org/10.48550/arXiv.2404.15305 db/journals/corr/corr2404.html#abs-2404-15305

Juyong Lee Taywon Min Minyong An Changyeon Kim Kimin Lee Benchmarking Mobile Device Control Agents across Diverse Configurations. 2024 abs/2404.16660 CoRR https://doi.org/10.48550/arXiv.2404.16660 db/journals/corr/corr2404.html#abs-2404-16660

Dongyoung Kim Kimin Lee Jinwoo Shin Jaehyung Kim 0001 Aligning Large Language Models with Self-generated Preference Data. 2024 abs/2406.04412 CoRR https://doi.org/10.48550/arXiv.2406.04412 db/journals/corr/corr2406.html#abs-2406-04412

Hyungjun Yoon Biniyam Aschalew Tolera Taesik Gong Kimin Lee Sung-Ju Lee By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting. 2024 abs/2407.10385 CoRR https://doi.org/10.48550/arXiv.2407.10385 db/journals/corr/corr2407.html#abs-2407-10385 streams/journals/corr

Kyuyoung Kim Ah Jeong Seo Hao Liu Jinwoo Shin Kimin Lee Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback. 2024 abs/2410.03145 CoRR https://doi.org/10.48550/arXiv.2410.03145 db/journals/corr/corr2410.html#abs-2410-03145 streams/journals/corr

June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing. 2024 abs/2410.05694 CoRR https://doi.org/10.48550/arXiv.2410.05694 db/journals/corr/corr2410.html#abs-2410-05694 streams/journals/corr

Yongjin Yang Sihyeon Kim Hojung Jung Sangmin Bae SangMook Kim Se-Young Yun Kimin Lee Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models. 2024 abs/2410.10166 CoRR https://doi.org/10.48550/arXiv.2410.10166 db/journals/corr/corr2410.html#abs-2410-10166 streams/journals/corr

Seonghyeon Ye Joel Jang Byeongguk Jeon Se June Joo Jianwei Yang Baolin Peng Ajay Mandlekar Reuben Tan Yu-Wei Chao Bill Yuchen Lin Lars Liden Kimin Lee Jianfeng Gao 0001 Luke Zettlemoyer Dieter Fox Minjoon Seo Latent Action Pretraining from Videos. 2024 abs/2410.11758 CoRR https://doi.org/10.48550/arXiv.2410.11758 db/journals/corr/corr2410.html#abs-2410-11758 streams/journals/corr

Hanna Kim Minkyoo Song Seung Ho Na Seungwon Shin 0001 Kimin Lee When LLMs Go Online: The Emerging Threat of Web-Enabled LLMs. 2024 abs/2410.14569 CoRR https://doi.org/10.48550/arXiv.2410.14569 db/journals/corr/corr2410.html#abs-2410-14569 streams/journals/corr

Juyong Lee Dongyoon Hahm June Suk Choi W. Bradley Knox Kimin Lee MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control. 2024 abs/2410.17520 CoRR https://doi.org/10.48550/arXiv.2410.17520 db/journals/corr/corr2410.html#abs-2410-17520 streams/journals/corr

Eugene Jang Kimin Lee Jin-Woo Chung Keuntae Park Seungwon Shin 0001 Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers. 2024 abs/2410.23684 CoRR https://doi.org/10.48550/arXiv.2410.23684 db/journals/corr/corr2410.html#abs-2410-23684 streams/journals/corr

Changyeon Kim Jongjin Park Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee Preference Transformer: Modeling Human Preferences using Transformers for RL. 2023 ICLR https://openreview.net/forum?id=Peot1SFDX0 conf/iclr/2023 db/conf/iclr/iclr2023.html#KimPSLAL23 Seohong Park Kimin Lee Youngwoon Lee Pieter Abbeel Controllability-Aware Unsupervised Skill Discovery. 27225-27245 2023 ICML https://proceedings.mlr.press/v202/park23h.html conf/icml/2023 db/conf/icml/icml2023.html#ParkLLA23 Younggyo Seo Junsu Kim Stephen James Kimin Lee Jinwoo Shin Pieter Abbeel Multi-View Masked World Models for Visual Robotic Manipulation. 30613-30632 2023 ICML https://proceedings.mlr.press/v202/seo23a.html conf/icml/2023 db/conf/icml/icml2023.html#SeoKJLSA23 Ying Fan Olivia Watkins Yuqing Du Hao Liu 0055 Moonkyung Ryu Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Kangwook Lee 0001 Kimin Lee Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/fc65fab891d83433bd3c8d966edde311-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#FanWDLRBAG0L23 Changyeon Kim Younggyo Seo Hao Liu Lisa Lee Jinwoo Shin Honglak Lee Kimin Lee Guide Your Agent with Adaptive Multimodal Rewards. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/aa933b5abc1be30baece1d230ec575a7-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#KimSLLSLL23 Kihyuk Sohn Lu Jiang 0004 Jarred Barber Kimin Lee Nataniel Ruiz Dilip Krishnan Huiwen Chang Yuanzhen Li Irfan Essa Michael Rubinstein Yuan Hao Glenn Entis Irina Blok Daniel Castro Chin StyleDrop: Text-to-Image Synthesis of Any Style. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/d33b177b69425e7685b0b1c05bd2a5e4-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#SohnJBLRKCLERHE23

Younggyo Seo Junsu Kim Stephen James Kimin Lee Jinwoo Shin Pieter Abbeel Multi-View Masked World Models for Visual Robotic Manipulation. 2023 abs/2302.02408 CoRR https://doi.org/10.48550/arXiv.2302.02408 db/journals/corr/corr2302.html#abs-2302-02408

Seohong Park Kimin Lee Youngwoon Lee Pieter Abbeel Controllability-Aware Unsupervised Skill Discovery. 2023 abs/2302.05103 CoRR https://doi.org/10.48550/arXiv.2302.05103 db/journals/corr/corr2302.html#abs-2302-05103

Kimin Lee Hao Liu 0055 Moonkyung Ryu Olivia Watkins Yuqing Du Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Shixiang Shane Gu Aligning Text-to-Image Models using Human Feedback. 2023 abs/2302.12192 CoRR https://doi.org/10.48550/arXiv.2302.12192 db/journals/corr/corr2302.html#abs-2302-12192

Changyeon Kim Jongjin Park Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee Preference Transformer: Modeling Human Preferences using Transformers for RL. 2023 abs/2303.00957 CoRR https://doi.org/10.48550/arXiv.2303.00957 db/journals/corr/corr2303.html#abs-2303-00957

Ying Fan Olivia Watkins Yuqing Du Hao Liu 0055 Moonkyung Ryu Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Kangwook Lee 0001 Kimin Lee DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models. 2023 abs/2305.16381 CoRR https://doi.org/10.48550/arXiv.2305.16381 db/journals/corr/corr2305.html#abs-2305-16381

Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok Huiwen Chang Jarred Barber Lu Jiang 0004 Glenn Entis Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan StyleDrop: Text-to-Image Generation in Any Style. 2023 abs/2306.00983 CoRR https://doi.org/10.48550/arXiv.2306.00983 db/journals/corr/corr2306.html#abs-2306-00983

Changyeon Kim Younggyo Seo Hao Liu Lisa Lee Jinwoo Shin Honglak Lee Kimin Lee Guide Your Agent with Adaptive Multimodal Rewards. 2023 abs/2309.10790 CoRR https://doi.org/10.48550/arXiv.2309.10790 db/journals/corr/corr2309.html#abs-2309-10790

Daewon Chae Nokyung Park Jinkyu Kim Kimin Lee InstructBooth: Instruction-following Personalized Text-to-Image Generation. 2023 abs/2312.03011 CoRR https://doi.org/10.48550/arXiv.2312.03011 db/journals/corr/corr2312.html#abs-2312-03011

Minyoung Hwang Luca Weihs Chanwoo Park Kimin Lee Aniruddha Kembhavi Kiana Ehsani Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences. 2023 abs/2312.09337 CoRR https://doi.org/10.48550/arXiv.2312.09337 db/journals/corr/corr2312.html#abs-2312-09337

Abdus Salam Azad Edward Kim 0005 Qiancheng Wu Kimin Lee Ion Stoica Pieter Abbeel Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning. 6028-6036 2022 AAAI https://doi.org/10.1609/aaai.v36i6.20549 conf/aaai/2022 db/conf/aaai/aaai2022.html#AzadKWLSASS22 Younggyo Seo Danijar Hafner Hao Liu 0055 Fangchen Liu Stephen James Kimin Lee Pieter Abbeel Masked World Models for Visual Control. 1332-1344 2022 CoRL https://proceedings.mlr.press/v205/seo23a.html conf/corl/2022 db/conf/corl/corl2022.html#SeoHLLJLA22 Younggyo Seo Kimin Lee Fangchen Liu Stephen James Pieter Abbeel HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator. 3943-3947 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897982 conf/icip/2022 db/conf/icip/icip2022.html#SeoLLJA22 Xinran Liang Katherine Shu Kimin Lee Pieter Abbeel Reward Uncertainty for Exploration in Preference-based Reinforcement Learning. 2022 ICLR https://openreview.net/forum?id=OWZVD-l-ZrC conf/iclr/2022 db/conf/iclr/iclr2022.html#LiangSLA22 Jongjin Park Younggyo Seo Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning. 2022 ICLR https://openreview.net/forum?id=TfhfZLQ2EJO conf/iclr/2022 db/conf/iclr/iclr2022.html#ParkSSLAL22 Younggyo Seo Kimin Lee Stephen James Pieter Abbeel Reinforcement Learning with Action-Free Pre-Training from Videos. 19561-19579 2022 ICML https://proceedings.mlr.press/v162/seo22a.html conf/icml/2022 db/conf/icml/icml2022.html#SeoLJA22 Mandi Zhao Fangchen Liu Kimin Lee Pieter Abbeel Towards More Generalizable One-shot Visual Imitation Learning. 2434-2444 2022 ICRA https://doi.org/10.1109/ICRA46639.2022.9812450 conf/icra/2022 db/conf/icra/icra2022.html#ZhaoLLA22

Jongjin Park Younggyo Seo Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning. 2022 abs/2203.10050 CoRR https://doi.org/10.48550/arXiv.2203.10050 db/journals/corr/corr2203.html#abs-2203-10050

Younggyo Seo Kimin Lee Stephen James Pieter Abbeel Reinforcement Learning with Action-Free Pre-Training from Videos. 2022 abs/2203.13880 CoRR https://doi.org/10.48550/arXiv.2203.13880 db/journals/corr/corr2203.html#abs-2203-13880

Xinran Liang Katherine Shu Kimin Lee Pieter Abbeel Reward Uncertainty for Exploration in Preference-based Reinforcement Learning. 2022 abs/2205.12401 CoRR https://doi.org/10.48550/arXiv.2205.12401 db/journals/corr/corr2205.html#abs-2205-12401

Younggyo Seo Danijar Hafner Hao Liu 0055 Fangchen Liu Stephen James Kimin Lee Pieter Abbeel Masked World Models for Visual Control. 2022 abs/2206.14244 CoRR https://doi.org/10.48550/arXiv.2206.14244 db/journals/corr/corr2206.html#abs-2206-14244

Younggyo Seo Kimin Lee Fangchen Liu Stephen James Pieter Abbeel HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator. 2022 abs/2209.07143 CoRR https://doi.org/10.48550/arXiv.2209.07143 db/journals/corr/corr2209.html#abs-2209-07143

Hao Liu 0055 Lisa Lee Kimin Lee Pieter Abbeel Instruction-Following Agents with Jointly Pre-Trained Vision-Language Models. 2022 abs/2210.13431 CoRR https://doi.org/10.48550/arXiv.2210.13431 db/journals/corr/corr2210.html#abs-2210-13431

Seung Jun Moon Sangwoo Mo Kimin Lee Jaeho Lee 0001 Jinwoo Shin MASKER: Masked Keyword Regularization for Reliable Text Classification. 13578-13586 2021 AAAI https://doi.org/10.1609/aaai.v35i15.17601 conf/aaai/2021 db/conf/aaai/aaai2021.html#MoonMLLS21 Xiaofei Wang 0008 Kimin Lee Kourosh Hakhamaneshi Pieter Abbeel Michael Laskin Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback. 1259-1268 2021 CoRL https://proceedings.mlr.press/v164/wang22g.html conf/corl/2021 db/conf/corl/corl2021.html#WangLHAL21 Seunghyun Lee Younggyo Seo Kimin Lee Pieter Abbeel Jinwoo Shin Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble. 1702-1712 2021 CoRL https://proceedings.mlr.press/v164/lee22d.html conf/corl/2021 db/conf/corl/corl2021.html#LeeSLAS21 Youngmin Oh Kimin Lee Jinwoo Shin Eunho Yang Sung Ju Hwang Learning to Sample with Local and Global Contexts in Experience Replay Buffer. 2021 ICLR https://openreview.net/forum?id=gJYlaqL8i8 conf/iclr/2021 db/conf/iclr/iclr2021.html#OhLSYH21 Kimin Lee Michael Laskin Aravind Srinivas Pieter Abbeel SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning. 6131-6141 2021 ICML http://proceedings.mlr.press/v139/lee21g.html conf/icml/2021 db/conf/icml/icml2021.html#LeeLSA21 Kimin Lee Laura M. Smith Pieter Abbeel PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training. 6152-6163 2021 ICML http://proceedings.mlr.press/v139/lee21i.html conf/icml/2021 db/conf/icml/icml2021.html#LeeSA21 Younggyo Seo Lili Chen Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee State Entropy Maximization with Random Encoders for Efficient Exploration. 9443-9454 2021 ICML http://proceedings.mlr.press/v139/seo21a.html conf/icml/2021 db/conf/icml/icml2021.html#SeoCSLAL21 Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin Decoupling Representation Learning from Reinforcement Learning. 9870-9879 2021 ICML http://proceedings.mlr.press/v139/stooke21a.html conf/icml/2021 db/conf/icml/icml2021.html#StookeLAL21 Wilka Carvalho Anthony Liang Kimin Lee Sungryull Sohn Honglak Lee Richard L. Lewis Satinder Singh 0001 Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment. 2219-2226 2021 IJCAI https://doi.org/10.24963/ijcai.2021/306 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#CarvalhoLLSLLS21 Lili Chen Kevin Lu Aravind Rajeswaran Kimin Lee Aditya Grover Michael Laskin Pieter Abbeel Aravind Srinivas Igor Mordatch Decision Transformer: Reinforcement Learning via Sequence Modeling. 15084-15097 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/7f489f642a0ddb10272b5c31057f0663-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#ChenLRLGLASM21 Michael Laskin Denis Yarats Hao Liu 0055 Kimin Lee Albert Zhan Kevin Lu Catherine Cang Lerrel Pinto Pieter Abbeel URLB: Unsupervised Reinforcement Learning Benchmark. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/091d584fced301b442654dd8c23b3fc9-Abstract-round2.html conf/nips/2021db db/conf/nips/neurips2021db.html#LaskinYLLZLCPA21 Hankook Lee Kibok Lee 0003 Kimin Lee Honglak Lee Jinwoo Shin Improving Transferability of Representations via Augmentation-Aware Self-Supervision. 17710-17722 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/94130ea17023c4837f0dcdda95034b65-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#LeeLLLS21 Lili Chen Kimin Lee Aravind Srinivas Pieter Abbeel Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings. 26779-26791 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/e140dbab44e01e699491a59c9978b924-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#ChenLSA21 Kimin Lee Laura M. Smith Anca D. Dragan Pieter Abbeel B-Pref: Benchmarking Preference-Based Reinforcement Learning. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/d82c8d1619ad8176d665453cfb2e55f0-Abstract-round1.html conf/nips/2021db db/conf/nips/neurips2021db.html#LeeSDA21

Younggyo Seo Lili Chen Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee State Entropy Maximization with Random Encoders for Efficient Exploration. 2021 abs/2102.09430 CoRR https://arxiv.org/abs/2102.09430 db/journals/corr/corr2102.html#abs-2102-09430

Lili Chen Kimin Lee Aravind Srinivas Pieter Abbeel Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings. 2021 abs/2103.02886 CoRR https://arxiv.org/abs/2103.02886 db/journals/corr/corr2103.html#abs-2103-02886

Lili Chen Kevin Lu Aravind Rajeswaran Kimin Lee Aditya Grover Michael Laskin Pieter Abbeel Aravind Srinivas Igor Mordatch Decision Transformer: Reinforcement Learning via Sequence Modeling. 2021 abs/2106.01345 CoRR https://arxiv.org/abs/2106.01345 db/journals/corr/corr2106.html#abs-2106-01345

Kimin Lee Laura M. Smith Pieter Abbeel PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training. 2021 abs/2106.05091 CoRR https://arxiv.org/abs/2106.05091 db/journals/corr/corr2106.html#abs-2106-05091

Abdus Salam Azad Edward Kim 0005 Qiancheng Wu Kimin Lee Ion Stoica Pieter Abbeel Sanjit A. Seshia Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments. 2021 abs/2106.10365 CoRR https://arxiv.org/abs/2106.10365 db/journals/corr/corr2106.html#abs-2106-10365

Seunghyun Lee Younggyo Seo Kimin Lee Pieter Abbeel Jinwoo Shin Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble. 2021 abs/2107.00591 CoRR https://arxiv.org/abs/2107.00591 db/journals/corr/corr2107.html#abs-2107-00591

Xiaofei Wang 0008 Kimin Lee Kourosh Hakhamaneshi Pieter Abbeel Michael Laskin Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback. 2021 abs/2108.05382 CoRR https://arxiv.org/abs/2108.05382 db/journals/corr/corr2108.html#abs-2108-05382

Mandi Zhao Fangchen Liu Kimin Lee Pieter Abbeel Towards More Generalizable One-shot Visual Imitation Learning. 2021 abs/2110.13423 CoRR https://arxiv.org/abs/2110.13423 db/journals/corr/corr2110.html#abs-2110-13423

Michael Laskin Denis Yarats Hao Liu 0055 Kimin Lee Albert Zhan Kevin Lu Catherine Cang Lerrel Pinto Pieter Abbeel URLB: Unsupervised Reinforcement Learning Benchmark. 2021 abs/2110.15191 CoRR https://arxiv.org/abs/2110.15191 db/journals/corr/corr2110.html#abs-2110-15191

Kimin Lee Laura M. Smith Anca D. Dragan Pieter Abbeel B-Pref: Benchmarking Preference-Based Reinforcement Learning. 2021 abs/2111.03026 CoRR https://arxiv.org/abs/2111.03026 db/journals/corr/corr2111.html#abs-2111-03026

Hankook Lee Kibok Lee 0003 Kimin Lee Honglak Lee Jinwoo Shin Improving Transferability of Representations via Augmentation-Aware Self-Supervision. 2021 abs/2111.09613 CoRR https://arxiv.org/abs/2111.09613 db/journals/corr/corr2111.html#abs-2111-09613

Seokhyun Kim Kimin Lee Yeonkeun Kim Jinwoo Shin Seungwon Shin 0001 Song Chong Dynamic Control for On-Demand Interference-Managed WLAN Infrastructures. 84-97 2020 28 IEEE/ACM Trans. Netw. 1 https://doi.org/10.1109/TNET.2019.2953597 db/journals/ton/ton28.html#KimLKSSC20

Sukmin Yun Jongjin Park Kimin Lee Jinwoo Shin Regularizing Class-Wise Predictions via Self-Knowledge Distillation. 13873-13882 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Yun_Regularizing_Class-Wise_Predictions_via_Self-Knowledge_Distillation_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.01389 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#YunPLS20 Kimin Lee Kibok Lee 0003 Jinwoo Shin Honglak Lee Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning. 2020 ICLR https://openreview.net/forum?id=HJgcvJBFvB conf/iclr/2020 db/conf/iclr/iclr2020.html#LeeLSL20 Kimin Lee Younggyo Seo Seunghyun Lee Honglak Lee Jinwoo Shin Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning. 5757-5766 2020 ICML http://proceedings.mlr.press/v119/lee20g.html conf/icml/2020 db/conf/icml/icml2020.html#LeeSLLS20 Michael Laskin Kimin Lee Adam Stooke Lerrel Pinto Pieter Abbeel Aravind Srinivas Reinforcement Learning with Augmented Data. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/e615c82aba461681ade82da2da38004a-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#LaskinLSPAS20 Younggyo Seo Kimin Lee Ignasi Clavera Gilaberte Thanard Kurutach Jinwoo Shin Pieter Abbeel Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/9739efc4f01292e764c86caa59af353e-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#SeoLGKSA20

Sukmin Yun Jongjin Park Kimin Lee Jinwoo Shin Regularizing Class-wise Predictions via Self-knowledge Distillation. 2020 abs/2003.13964 CoRR https://arxiv.org/abs/2003.13964 db/journals/corr/corr2003.html#abs-2003-13964

Michael Laskin Kimin Lee Adam Stooke Lerrel Pinto Pieter Abbeel Aravind Srinivas Reinforcement Learning with Augmented Data. 2020 abs/2004.14990 CoRR https://arxiv.org/abs/2004.14990 db/journals/corr/corr2004.html#abs-2004-14990

Kimin Lee Younggyo Seo Seunghyun Lee Honglak Lee Jinwoo Shin Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning. 2020 abs/2005.06800 CoRR https://arxiv.org/abs/2005.06800 db/journals/corr/corr2005.html#abs-2005-06800

Kimin Lee Michael Laskin Aravind Srinivas Pieter Abbeel SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning. 2020 abs/2007.04938 CoRR https://arxiv.org/abs/2007.04938 db/journals/corr/corr2007.html#abs-2007-04938

Youngmin Oh Kimin Lee Jinwoo Shin Eunho Yang Sung Ju Hwang Learning to Sample with Local and Global Contexts in Experience Replay Buffer. 2020 abs/2007.07358 CoRR https://arxiv.org/abs/2007.07358 db/journals/corr/corr2007.html#abs-2007-07358

Xingyu Lu Kimin Lee Pieter Abbeel Stas Tiomkin Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning. 2020 abs/2008.00614 CoRR https://arxiv.org/abs/2008.00614 db/journals/corr/corr2008.html#abs-2008-00614

Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin Decoupling Representation Learning from Reinforcement Learning. 2020 abs/2009.08319 CoRR https://arxiv.org/abs/2009.08319 db/journals/corr/corr2009.html#abs-2009-08319

Younggyo Seo Kimin Lee Ignasi Clavera Thanard Kurutach Jinwoo Shin Pieter Abbeel Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning. 2020 abs/2010.13303 CoRR https://arxiv.org/abs/2010.13303 db/journals/corr/corr2010.html#abs-2010-13303

Wilka Carvalho Anthony Liang Kimin Lee Sungryull Sohn Honglak Lee Richard L. Lewis Satinder Singh 0001 Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments. 2020 abs/2010.15195 CoRR https://arxiv.org/abs/2010.15195 db/journals/corr/corr2010.html#abs-2010-15195

Seung Jun Moon Sangwoo Mo Kimin Lee Jaeho Lee 0001 Jinwoo Shin MASKER: Masked Keyword Regularization for Reliable Text Classification. 2020 abs/2012.09392 CoRR https://arxiv.org/abs/2012.09392 db/journals/corr/corr2012.html#abs-2012-09392

Kibok Lee 0003 Kimin Lee Jinwoo Shin Honglak Lee Incremental Learning with Unlabeled Data in the Wild. 29-32 2019 CVPR Workshops http://openaccess.thecvf.com/content_CVPRW_2019/html/Uncertainty_and_Robustness_in_Deep_Visual_Learning/Lee_Incremental_Learning_with_Unlabeled_Data_in_the_Wild_CVPRW_2019_paper.html conf/cvpr/2019w db/conf/cvpr/cvprw2019.html#LeeLSL19 Kibok Lee 0003 Kimin Lee Jinwoo Shin Honglak Lee Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild. 312-321 2019 ICCV https://doi.org/10.1109/ICCV.2019.00040 conf/iccv/2019 db/conf/iccv/iccv2019.html#LeeLSL19 Dan Hendrycks Kimin Lee Mantas Mazeika Using Pre-Training Can Improve Model Robustness and Uncertainty. 2712-2721 2019 ICML http://proceedings.mlr.press/v97/hendrycks19a.html conf/icml/2019 db/conf/icml/icml2019.html#HendrycksLM19 Kimin Lee Sukmin Yun Kibok Lee 0003 Honglak Lee Bo Li 0026 Jinwoo Shin Robust Inference via Generative Classifiers for Handling Noisy Labels. 3763-3772 2019 ICML http://proceedings.mlr.press/v97/lee19f.html conf/icml/2019 db/conf/icml/icml2019.html#LeeYLLLS19

Dan Hendrycks Kimin Lee Mantas Mazeika Using Pre-Training Can Improve Model Robustness and Uncertainty. 2019 abs/1901.09960 CoRR http://arxiv.org/abs/1901.09960 db/journals/corr/corr1901.html#abs-1901-09960

Kimin Lee Sukmin Yun Kibok Lee 0003 Honglak Lee Bo Li 0026 Jinwoo Shin Robust Inference via Generative Classifiers for Handling Noisy Labels. 2019 abs/1901.11300 CoRR http://arxiv.org/abs/1901.11300 db/journals/corr/corr1901.html#abs-1901-11300

Kibok Lee 0003 Kimin Lee Jinwoo Shin Honglak Lee Incremental Learning with Unlabeled Data in the Wild. 2019 abs/1903.12648 CoRR http://arxiv.org/abs/1903.12648 db/journals/corr/corr1903.html#abs-1903-12648

Kimin Lee Kibok Lee 0003 Jinwoo Shin Honglak Lee A Simple Randomization Technique for Generalization in Deep Reinforcement Learning. 2019 abs/1910.05396 CoRR http://arxiv.org/abs/1910.05396 db/journals/corr/corr1910.html#abs-1910-05396

Kibok Lee 0003 Kimin Lee Kyle Min 0001 Yuting Zhang 0001 Jinwoo Shin Honglak Lee Hierarchical Novelty Detection for Visual Object Recognition. 1034-1042 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Lee_Hierarchical_Novelty_Detection_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00114 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00114 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#LeeLMZSL18 Kimin Lee Honglak Lee Kibok Lee 0003 Jinwoo Shin Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples. 2018 ICLR (Poster) https://openreview.net/forum?id=ryiAv2xAZ conf/iclr/2018 db/conf/iclr/iclr2018.html#LeeLLS18 Kimin Lee Kibok Lee 0003 Honglak Lee Jinwoo Shin A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks. 7167-7177 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/abdeb6f575ac5c6676b747bca8d09cc2-Abstract.html http://papers.nips.cc/paper/7947-a-simple-unified-framework-for-detecting-out-of-distribution-samples-and-adversarial-attacks conf/nips/2018 db/conf/nips/nips2018.html#LeeLLS18 Jonghwan Mun Kimin Lee Jinwoo Shin Bohyung Han Learning to Specialize with Knowledge Distillation for Visual Question Answering. 8092-8102 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/0f2818101a7ac4b96ceeba38de4b934c-Abstract.html http://papers.nips.cc/paper/8031-learning-to-specialize-with-knowledge-distillation-for-visual-question-answering conf/nips/2018 db/conf/nips/nips2018.html#MunLSH18

Kibok Lee 0003 Kimin Lee Kyle Min 0001 Yuting Zhang 0001 Jinwoo Shin Honglak Lee Hierarchical Novelty Detection for Visual Object Recognition. 2018 abs/1804.00722 CoRR http://arxiv.org/abs/1804.00722 db/journals/corr/corr1804.html#abs-1804-00722

Kimin Lee Kibok Lee 0003 Honglak Lee Jinwoo Shin A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks. 2018 abs/1807.03888 CoRR http://arxiv.org/abs/1807.03888 db/journals/corr/corr1807.html#abs-1807-03888

Kimin Lee Changho Hwang KyoungSoo Park Jinwoo Shin Confident Multiple Choice Learning. 2014-2023 2017 ICML http://proceedings.mlr.press/v70/lee17b.html conf/icml/2017 db/conf/icml/icml2017.html#LeeHPS17

Kimin Lee Jaehyung Kim 0001 Song Chong Jinwoo Shin Simplified Stochastic Feedforward Neural Networks. 2017 abs/1704.03188 CoRR http://arxiv.org/abs/1704.03188 db/journals/corr/corr1704.html#LeeKCS17

Kimin Lee Changho Hwang KyoungSoo Park Jinwoo Shin Confident Multiple Choice Learning. 2017 abs/1706.03475 CoRR http://arxiv.org/abs/1706.03475 db/journals/corr/corr1706.html#LeeHPS17

Kimin Lee Honglak Lee Kibok Lee 0003 Jinwoo Shin Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples. 2017 abs/1711.09325 CoRR http://arxiv.org/abs/1711.09325 db/journals/corr/corr1711.html#abs-1711-09325

Kimin Lee Yeonkeun Kim Seokhyun Kim Jinwoo Shin Seungwon Shin Song Chong Just-in-time WLANs: On-demand interference-managed WLAN infrastructures. 1-9 2016 INFOCOM https://doi.org/10.1109/INFOCOM.2016.7524451 conf/infocom/2016 db/conf/infocom/infocom2016.html#LeeKKSSC16 Jaeseong Jeong Kyunghan Lee Beknazar Abdikamalov Kimin Lee Song Chong TravelMiner: On the Benefit of Path-Based Mobility Prediction. 1-9 2016 SECON https://doi.org/10.1109/SAHCN.2016.7733023 conf/secon/2016 db/conf/secon/secon2016.html#JeongLALC16 Pieter Abbeel Beknazar Abdikamalov Sungsoo Ahn Gabriel Alfour Minyong An Abdus Salam Azad Sangmin Bae Nathalie Baracaldo Jarred Barber Yoshua Bengio Yonatan Bitton Irina Blok Craig Boutilier Erik Brynjolfsson Catherine Cang Wilka Carvalho Daewon Chae Huiwen Chang Minsuk Chang Yu-Wei Chao Lili Chen Sherol Chen Daniel Castro Chin Juheon Choi June Suk Choi Yisol Choi Song Chong Jin-Woo Chung Ignasi Clavera Katie CollinsKatherine M. Collins Gaole Dai Jaehyeok Doo Anca D. Dragan Yuqing Du Senjuti Dutta David Duvenaud Krishnamurthy DvijothamKrishnamurthy Dj Dvijotham Kiana Ehsani Glenn Entis Irfan A. EssaIrfan Essa Georgina Evans Ying Fan Dieter Fox Jie Fu 0001 Yarin Gal Jianfeng Gao 0001 Mohammad Ghavamzadeh Ignasi Clavera Gilaberte Taesik Gong Aditya Grover Shixiang GuShixiang Shane Gu Dylan Hadfield-Menell Danijar Hafner Dongyoon Hahm Kourosh Hakhamaneshi Bo Han 0003 Bohyung Han Yuan Hao Junfeng He Matthias Hein 0001 Dan Hendrycks Minho Heo Yushi Hu Changho Hwang Minyoung Hwang Sung Ju Hwang George Ingebretsen Stephen James Eugene Jang Joel Jang Sangwon Jang Byeongguk Jeon Jaeseong Jeong Jongheon Jeong Suchae Jeong Lu Jiang 0004 Woogyeol Jin Zhijing Jin 0001 Jaehyeong Jo Se June Joo Hojung Jung Swanand KadheSwanand Ravindra Kadhe Sinjae Kang Aniruddha Kembhavi Adam Khoja Beomjoon Kim Changyeon Kim Chanyoung Kim Dongyoung Kim Edward Kim 0005 Hanna Kim Jaehyung Kim 0001 Jian Kim Jinkyu Kim Junsu Kim Kyuyoung Kim Najoung Kim Sangmook KimSangMook Kim Sangyeop Kim 0001 Seokhyun Kim Seungku Kim Sihyeon Kim Sungdong Kim Yeonkeun Kim W. Bradley Knox Jongwoo Ko Dilip Krishnan Thanard Kurutach Jae Hyun Kwak Taehwan Kwon Yongchan Kwon Michael Laskin Dongjun Lee Dongryung Lee Doohyun Lee Haeone Lee Hankook Lee Honglak Lee Jaeho Lee 0001 Jeong-Gwan Lee Juyong Lee Kangwook Lee 0001 Kibok Lee 0003 Kyunghan Lee Kyungmin Lee Lisa Lee Min Kyung Lee Seunghyun Lee Sung-Ju Lee Yohan Lee Youngwoon Lee Lionel Levine Richard L. Lewis Bo Li 0026 Gang Li Mo Li 0001 Yixuan Li 0001Sharon Li 0001 Yuanzhen Li Anthony Liang Bin Liang Xinran Liang Youwei Liang Lars Liden Joseph J. Lim Bill Y. LinBill Yuchen Lin Fangchen Liu Hao Liu Hao Liu 0055 Ziwei Liu 0002 Junjie Lu Kevin Lu Xingyu Lu Ajay Mandlekar Gary Marcus 0001 Mantas Mazeika Kevin McGrew Kyle Min 0001 Taywon Min Sangwoo Mo Seung Jun Moon Igor Mordatch Jonghwan Mun Seung Ho Na Youngmin Oh Shayegan Omidshafiei Steve Omohundro Alexander Pan Chanwoo Park Inkyu Park Jongjin Park Keuntae Park KyoungSoo Park Nokyung Park Seohong Park Baolin Peng Long Phan Lerrel Pinto Xinyao Qin Aravind Rajeswaran Deepak Ramachandran Verena Rieser Michael Rubinstein Nataniel Ruiz Hanho Ryu Moonkyung Ryu Olawale Salaudeen Alberto L. Sangiovanni-Vincentelli Eric Schmidt Ah Jeong Seo Minjoon Seo Younggyo Seo Sanjit A. Seshia Dong Kyu Shin Jinwoo Shin Seungwon Shin Seungwon Shin 0001 Katherine Shu Satinder Singh 0001 Sahil Singla 0005 Laura M. Smith Kihyuk Sohn Sungryull Sohn Hyungmok Son Dawn Song Jaehwi Song Minkyoo Song Yongwoo Song Aravind Srinivas Ion Stoica Adam Stooke Christian Szegedy Jihoon Tack Jaan Tallinn Reuben Tan Max Tegmark Yee Whye Teh Stas Tiomkin Biniyam Aschalew Tolera Kaixin Wang Xiaofei Wang 0008 Olivia Watkins Dennis Wei Luca Weihs Adrian Weller Qiancheng Wu Cihang Xie Saining Xie Min Xu Eunho Yang Jianwei Yang Jun Yang Yongjin Yang Denis Yarats Seonghyeon Ye Euiin Yi Hyungjun Yoon Sihyun Yu Se-Young Yun Sukmin Yun Luke Zettlemoyer Albert Zhan Chuheng Zhang Yuting Zhang 0001 Kevin Zhao Li Zhao Mandi Zhao Yi Zhou 0015 Yuke Zhu Andy Zou