Logeswaran, Lajanugen

19 publications

NeurIPS 2025 MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges? Yunxiang Zhang, Muhammad Khalifa, Shitanshu Bhushan, Grant D Murphy, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang

CVPR 2025 Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Dong-Ki Kim, Kyunghoon Bae, Honglak Lee

ICCV 2025 Visual Test-Time Scaling for GUI Agent Grounding Tiange Luo, Lajanugen Logeswaran, Justin Johnson, Honglak Lee

NeurIPS 2024 AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

ICMLW 2024 AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

NeurIPSW 2024 Mobile OS Task Procedure Extraction from YouTube Yunseok Jang, Yeda Song, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Honglak Lee

ICLRW 2023 A Picture Is Worth a Thousand Words: Language Models Plan from Pixels Anthony Zhe Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee

ICLRW 2023 Exploring Demonstration Ensembling for In-Context Learning Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

ICML 2023 Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo

AAAI 2023 Learning Compositional Tasks from Language Instructions Lajanugen Logeswaran, Wilka Carvalho, Honglak Lee

ICLRW 2023 Multimodal Subtask Graph Generation from Instructional Videos Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee

NeurIPSW 2023 Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking Byoungjip Kim, Youngsoo Jang, Lajanugen Logeswaran, Geon-Hyeong Kim, Yu Jin Kim, Honglak Lee, Moontae Lee

NeurIPSW 2023 Reasoning About Action Preconditions with Programs Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

NeurIPSW 2023 TOD-Flow: Modeling the Structure of Task-Oriented Dialogues Sungryull Sohn, Yiwei Lyu, Anthony Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee

NeurIPSW 2021 Learning Compositional Tasks from Language Instructions Lajanugen Logeswaran, Wilka Torrico Carvalho, Honglak Lee

ICLR 2018 An Efficient Framework for Learning Sentence Representations Lajanugen Logeswaran, Honglak Lee

NeurIPS 2018 Content Preserving Text Generation with Attribute Controls Lajanugen Logeswaran, Honglak Lee, Samy Bengio

AAAI 2018 Sentence Ordering and Coherence Modeling Using Recurrent Neural Networks Lajanugen Logeswaran, Honglak Lee, Dragomir R. Radev

ICML 2016 Generative Adversarial Text to Image Synthesis Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee