HL
Honglak Lee
cs.LGcs.AIcs.CVcs.CLstat.MLcs.ROeess.IVBrain NeoplasmsNeural Networks, Computercs.NE
On Valency
published · living versionsW_t6vmu6zg·v1 · currentpublished
When Personas Become Harmful: Guiding LLMs with Global Citizenship Values Alignment
with Siqi Shen, Lajanugen Logeswaran, Moontae Lee, Rada Mihalcea
1 version
Preprints & journals
202 papers in the corpus · 2007–2026Co-Evolving Actor-Conditioned Critics for Non-Verifiable Generation2608.30397v1 · Jinyoung Kim, Muhammad Khalifa, Lajanugen Logeswaran et al.2026 · 0 citationsarXiv
K-EXAONE 2.0 Technical Report2608.04505v1 · Eunbi Choi, Kibong Choi, Sehyun Chun et al.2026 · 0 citationsarXiv
Path-level Hindsight Instructions for Semantic Exploration in Vision-Language Navigation2607.01754v1 · Sung June Kim, Sangpil Kim, Honglak Lee2026 · 0 citationsarXiv
SECOND-Grasp: Semantic Contact-guided Dexterous Grasping2605.13117v1 · Han Yi Shin, Heeju Ko, Jaewon Mun et al.2026 · 0 citationsarXiv
Enhancing Mixture-of-Experts Specialization via Cluster-Aware Upcycling2604.13508v2 · Sanghyeok Chu, Pyunghwan Ahn, Gwangmo Song et al.2026 · 0 citationsarXiv
EXAONE 4.5 Technical Report2604.08644v1 · Eunbi Choi, Kibong Choi, Sehyun Chun et al.2026 · 0 citationsarXiv
Scaling Web Agent Training through Automatic Data Generation and Fine-grained Evaluation2602.12544v1 · Lajanugen Logeswaran, Jaekyeom Kim, Sungryull Sohn et al.2026 · 0 citationsarXiv
Gaming the Judge: Unfaithful Chain-of-Thought Can Undermine Agent Evaluation2601.14691v2 · Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim et al.2026 · 0 citationsarXiv
K-EXAONE Technical Report2601.01739v2 · Eunbi Choi, Kibong Choi, Seokhee Hong et al.2026 · 0 citationsarXiv
Selective LoRA for Visual Tokens and Attention Heads2512.19219v2 · Tiange Luo, Lajanugen Logeswaran, Jaekyeom Kim et al.2025 · 0 citationsarXiv
DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation2512.17776v5 · Janghoon Han, Heegyu Kim, Changho Lee et al.2025 · 1 citationarXiv
Learning complete and explainable visual representations from itemized text supervision2512.11141v2 · Yiwei Lyu, Chenhui Zhao, Soumyanil Banerjee et al.2025 · 0 citationsarXiv
Health system learning achieves generalist neuroimaging models.41377995 · Kondepudi, Akhil, Rao, Akshay, Zhao, Chenhui et al.2026 · 4 citationsResearch square. 2025
Health system learning achieves generalist neuroimaging models2511.18640v1 · Akhil Kondepudi, Akshay Rao, Chenhui Zhao et al.2025 · 1 citationarXiv
Spanning Tree Autoregressive Visual Generation2511.17089v2 · Sangkyu Lee, Changho Lee, Janghoon Han et al.2025 · 0 citationsarXiv
A Definition of AGI2510.18212v3 · Dan Hendrycks, Dawn Song, Christian Szegedy et al.2025 · 3 citationsarXiv
Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?2507.13490v1 · Siqi Shen, Mehar Singh, Lajanugen Logeswaran et al.2025 · 0 citationsarXiv
EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes2507.11407v2 · Kyunghoon Bae, Eunbi Choi, Kibong Choi et al.2025 · 0 citationsarXiv
Preemptive Solving of Future Problems: Multitask Preplay in Humans and Machines2507.05561v2 · Wilka Carvalho, Sam Hall-McMaster, Honglak Lee et al.2025 · 0 citationsarXiv
AnthroTAP: Learning Point Tracking with Real-World Motion2507.06233v3 · Ines Hyeonsu Kim, Seokju Cho, Jahyeok Koo et al.2025 · 0 citationsarXiv
LGAI-EMBEDDING-Preview Technical Report2506.07438v2 · Jooyoung Choi, Hyun Kim, Hansol Jang et al.2025 · 0 citationsarXiv
Active Test-time Vision-Language Navigation2506.06630v1 · Heeju Ko, Sungjune Kim, Gyeongrok Oh et al.2025 · 1 citationarXiv
Towards Scalable Language-Image Pre-training for 3D Medical Imaging2505.21862v3 · Chenhui Zhao, Yiwei Lyu, Asadur Chowdury et al.2025 · 0 citationsarXiv
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety2505.20065v2 · Geon-Hyeong Kim, Yu Jin Kim, Byoungjip Kim et al.2025 · 1 citationIn Proceedings of the International Conference on Learning Representations (ICLR), 2026
Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents2505.12632v1 · Yunseok Jang, Yeda Song, Sungryull Sohn et al.2025 · 2 citationsarXiv
Visual Test-time Scaling for GUI Agent Grounding2505.00684v2 · Tiange Luo, Lajanugen Logeswaran, Justin Johnson et al.2025 · 3 citationsarXiv
Process Reward Models That Think2504.16828v5 · Muhammad Khalifa, Rishabh Agarwal, Lajanugen Logeswaran et al.2025 · 2 citationsarXiv
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?2504.09702v3 · Yunxiang Zhang, Muhammad Khalifa, Shitanshu Bhushan et al.2025 · 2 citationsarXiv
EXAONE Deep: Reasoning Enhanced Language Models2503.12524v3 · Kyunghoon Bae, Eunbi Choi, Kibong Choi et al.2025 · 0 citationsarXiv
Do Not Trust Licenses You See: Dataset Compliance Requires Massive-Scale AI-Powered Lifecycle Tracing2503.02784v3 · Jaekyeom Kim, Sungryull Sohn, Gerrard Jeongwon Jo et al.2025 · 0 citationsarXiv
Subtask-Aware Visual Reward Learning from Segmented Demonstrations2502.20630v1 · Changyeon Kim, Minho Heo, Doohyun Lee et al.2025 · 0 citationsarXiv
KL Penalty Control via Perturbation for Direct Preference Optimization2502.13177v3 · Sangkyu Lee, Janghoon Han, Hosung Song et al.2025 · 1 citationarXiv
Learning neuroimaging models from health system-scale data.39975915 · Lyu, Yiwei, Harake, Samir, Chowdury, Asadur et al.2026 · 12 citationsResearch square. 2025
Step-Calibrated Diffusion for Biomedical Optical Image Restoration.41001081 · Lyu, Yiwei, Cha, Sung Jik, Jiang, Cheng et al.2026 · 3 citationsProceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence. 2025;39(6):5946-5954
Clear Preferences Leave Traces: Reference Model-Guided Sampling for Preference Learning2501.15109v1 · Nirav Diwan, Tolga Ergen, Dongsub Shim et al.2025 · 0 citationsarXiv
Probing Visual Language Priors in VLMs2501.00569v4 · Tiange Luo, Ang Cao, Gunhee Lee et al.2024 · 0 citationsarXiv
MapExplorer: New Content Generation from Low-Dimensional Visualizations2412.18673v2 · Xingjian Zhang, Ziyang Xiong, Shixuan Liu et al.2024 · 0 citationsarXiv
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases2412.04862v3 · Soyoung An, Kyunghoon Bae, Eunbi Choi et al.2024 · 2 citationsarXiv
If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs2412.04144v3 · Muhammad Khalifa, Yi-Chern Tan, Arash Ahmadian et al.2024 · 0 citationsarXiv
Interactive and Expressive Code-Augmented Planning with Large Language Models2411.13826v1 · Anthony Z. Liu, Xinhe Wang, Jacob Sansom et al.2024 · 2 citationsarXiv
Foundation models for fast, label-free detection of glioma infiltration.39537921 · Kondepudi, Akhil, Pekmezci, Melike, Hou, Xinhai et al.2025 · 109 citationsNature. 2025;637(8045):439-445
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents2410.22552v1 · Jaekyeom Kim, Dong-Ki Kim, Lajanugen Logeswaran et al.2024 · 4 citationsarXiv
Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders.39369048 · Jang, Jongseong, Kyung, Daeun, Kim, Seung Hwan et al.2024 · 27 citationsScientific reports. 2024;14(1):23199
EXAONE 3.0 7.8B Instruction Tuned Language Model2408.03541v4 · Soyoung An, Kyunghoon Bae, Eunbi Choi et al.2024 · 2 citationsarXiv
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning2406.08796v1 · Janghoon Han, Changho Lee, Joongbo Shin et al.2024 · 0 citationsarXiv
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows2406.06357v1 · Xingjian Zhang, Yutong Xie, Jin Huang et al.2024 · 4 citationsarXiv
Super-resolution of biomedical volumes with 2D supervision.39355755 · Jiang, Cheng, Gedeon, Alexander, Lyu, Yiwei et al.2026 · 2 citationsConference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops. 2024;2024:6966-6977
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense2405.04655v1 · Siqi Shen, Lajanugen Logeswaran, Moontae Lee et al.2024 · 23 citationsarXiv
Small Language Models Need Strong Verifiers to Self-Correct Reasoning2404.17140v2 · Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran et al.2024 · 6 citationsarXiv
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks2404.16418v2 · Changho Lee, Janghoon Han, Seonghyeon Ye et al.2024 · 3 citationsarXiv
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