Seungwhan Moon

78 papers A* 7A 1B 6Journal 35Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Pixel-Grounded Retrieval for Knowledgeable Large Multimodal Models. CoRR Jeonghwan Kim, Renjie Tao, Sanat Sharma, Jiaqi Wang, Kai Sun, Zhaojiang Lin, Seungwhan Moon, Lambert Mathias, Anuj Kumar, Heng Ji, Xin Luna Dong
2026	—	`conf`	SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code. EACL (Industry Track) Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Ahmed Kirmani, Babak Damavandi
2026	—	`conf`	TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models. EACL (Volume 1: Long Papers) Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi
2026	—	`conf`	VideoMind: Thinking in Steps for Long Video Understanding. EACL (Industry Track) Shubhang Bhatnagar, Renxiong Wang, Kapil Krishnakumar, Adel Ahmadyan, Zhaojiang Lin, Lambert Mathias, Xin Luna Dong, Babak Damavandi, Narendra Ahuja, Seungwhan Moon
2025	A	`conf`	Corgi: Cached Memory Guided Video Generation. WACV Xindi Wu, Uriel Singer, Zhaojiang Lin, Andrea Madotto, Xide Xia, Yifan Xu, Paul A. Crook, Xin Luna Dong, Seungwhan Moon
2025	J	`jnl`	PRiSM: An Agentic Multimodal Benchmark for Scientific Reasoning via Python-Grounded Evaluation. CoRR Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Kirmani Ahmed, Babak Damavandi
2025	A*	`conf`	Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. EMNLP Yichi Zhang, Xin Luna Dong, Zhaojiang Lin, Andrea Madotto, Anuj Kumar, Babak Damavandi, Joyce Chai, Seungwhan Moon
2025	J	`jnl`	Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. CoRR Yichi Zhang, Xin Luna Dong, Zhaojiang Lin, Andrea Madotto, Anuj Kumar, Babak Damavandi, Joyce Chai, Seungwhan Moon
2025	J	`jnl`	Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage. CoRR Siddhant Arora, Haidar Khan, Kai Sun, Xin Luna Dong, Sajal Choudhary, Seungwhan Moon, Xinyuan Zhang, Adithya Sagar, Surya Teja Appini, Kaushik Patnaik, Sanat Sharma, Shinji Watanabe, Anuj Kumar, Ahmed Aly, Yue Liu, Florian Metze, Zhaojiang Lin
2025	J	`jnl`	SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code. CoRR Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Kirmani Ahmed, Babak Damavandi
2025	J	`jnl`	TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models. CoRR Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi
2024	—	`conf`	AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model. EMNLP (Industry Track) Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar
2024	J	`jnl`	Doppelgänger's Watch: A Split Objective Approach to Large Language Models. CoRR Shervin Ghasemlou, Ashish Katiyar, Aparajita Saraf, Seungwhan Moon, Mangesh Pujari, Pinar Donmez, Babak Damavandi, Anuj Kumar
2024	—	`conf`	Embodied Executable Policy Learning with Language-based Scene Summarization. NAACL-HLT Jielin Qiu, Mengdi Xu, William Han, Seungwhan Moon, Ding Zhao
2024	—	`conf`	Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. ACL (1) Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024	J	`jnl`	Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. CoRR Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024	J	`jnl`	Overview of the Ninth Dialog System Technology Challenge: DSTC9. IEEE ACM Trans. Audio Speech Lang. Process. R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2024	J	`jnl`	Overview of the Tenth Dialog System Technology Challenge: DSTC10. IEEE ACM Trans. Audio Speech Lang. Process. Koichiro Yoshino, Yun-Nung Chen, Paul A. Crook, Satwik Kottur, Jinchao Li, Behnam Hedayatnia, Seungwhan Moon, Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou, Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Dilek Hakkani-Tur, Babak Damavandi, Alborz Geramifard, Chiori Hori, Ankit Shah, Chen Zhang, Haizhou Li, João Sedoc, Luis F. D'Haro, Rafael E. Banchs, Alexander Rudnicky
2024	—	`conf`	SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. EMNLP (Findings) Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon
2024	J	`jnl`	SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon
2024	J	`jnl`	VisualLens: Personalization through Visual History. CoRR Wang Bill Zhu, Deqing Fu, Kai Sun, Yi Lu, Zhaojiang Lin, Seungwhan Moon, Kanika Narang, Mustafa Canim, Yue Liu, Anuj Kumar, Xin Luna Dong
2023	—	`conf`	A Survey of Datasets, Applications, and Models for IMU Sensor Signals. ICASSP Workshops Aparajita Saraf, Seungwhan Moon, Andrea Madotto
2023	J	`jnl`	AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model. CoRR Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar
2023	J	`jnl`	Embodied Executable Policy Learning with Language-based Scene Summarization. CoRR Jielin Qiu, Mengdi Xu, William Han, Seungwhan Moon, Ding Zhao
2023	—	`conf`	Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks. EACL (Findings) Pedro Rodriguez, Mahmoud Azab, Becka Silvert, Renato Sanchez, Linzy Labson, Hardik Shah, Seungwhan Moon
2023	—	`conf`	IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning. EMNLP (Findings) Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Aparajita Saraf, Amy Bearman, Babak Damavandi
2023	—	`conf`	SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams. ACL (1) Te-Lin Wu, Satwik Kottur, Andrea Madotto, Mahmoud Azab, Pedro Rodríguez, Babak Damavandi, Nanyun Peng, Seungwhan Moon
2023	A*	`conf`	Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques. KDD Xin Luna Dong, Seungwhan Moon, Yifan Ethan Xu, Kshitiz Malik, Zhou Yu
2023	—	`conf`	Tutorials at The Web Conference 2023. WWW (Companion Volume) Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2022	J	`jnl`	Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks. CoRR Pedro Rodríguez, Mahmoud Azab, Becka Silvert, Renato Sanchez, Linzy Labson, Hardik Shah, Seungwhan Moon
2022	J	`jnl`	IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text. CoRR Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Alireza Dirafzoon, Aparajita Saraf, Amy Bearman, Babak Damavandi
2022	—	`conf`	KETOD: Knowledge-Enriched Task-Oriented Dialogue. NAACL-HLT (Findings) Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
2022	J	`jnl`	KETOD: Knowledge-Enriched Task-Oriented Dialogue. CoRR Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
2022	A*	`conf`	Navigating Connected Memories with a Task-oriented Dialog System. EMNLP Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
2022	J	`jnl`	Navigating Connected Memories with a Task-oriented Dialog System. CoRR Seungwhan Moon, Satwik Kottur, Alborz Geramifard, Babak Damavandi
2022	A*	`conf`	Normalized Contrastive Learning for Text-Video Retrieval. EMNLP Yookoon Park, Mahmoud Azab, Seungwhan Moon, Bo Xiong, Florian Metze, Gourab Kundu, Kirmani Ahmed
2022	J	`jnl`	Normalized Contrastive Learning for Text-Video Retrieval. CoRR Yookoon Park, Mahmoud Azab, Bo Xiong, Seungwhan Moon, Florian Metze, Gourab Kundu, Kirmani Ahmed
2022	J	`jnl`	Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation. CoRR Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard
2021	—	`conf`	Adding Chit-Chat to Enhance Task-Oriented Dialogues. NAACL-HLT Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie
2021	B	`conf`	An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC). SIGDIAL Satwik Kottur, Paul A. Crook, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2021	—	`conf`	Continual Learning in Task-Oriented Dialogue Systems. EMNLP (1) Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Pascale Fung, Zhiguang Wang
2021	—	`conf`	DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. ACL/IJCNLP (1) Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021	J	`jnl`	DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. CoRR Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021	J	`jnl`	Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking. CoRR Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba
2021	—	`conf`	Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking. NAACL-HLT Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba
2021	—	`conf`	NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. EMNLP (Findings) Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu
2021	—	`conf`	SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. EMNLP (1) Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
2021	J	`jnl`	SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. CoRR Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
2021	—	`conf`	Zero-Shot Dialogue State Tracking via Cross-Task Transfer. EMNLP (1) Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Zhenpeng Zhou, Paul A. Crook, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung
2021	J	`jnl`	Zero-Shot Dialogue State Tracking via Cross-Task Transfer. CoRR Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung
2020	J	`jnl`	Adding Chit-Chats to Enhance Task-Oriented Dialogues. CoRR Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie
2020	J	`jnl`	Continual Learning in Task-Oriented Dialogue Systems. CoRR Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Zhiguang Wang
2020	—	`conf`	Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity. EMNLP (1) Pedro Rodriguez, Paul A. Crook, Seungwhan Moon, Zhiguang Wang
2020	J	`jnl`	Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity. CoRR Pedro Rodríguez, Paul A. Crook, Seungwhan Moon, Zhiguang Wang
2020	J	`jnl`	NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. CoRR Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu
2020	J	`jnl`	Overview of the Ninth Dialog System Technology Challenge: DSTC9. CoRR R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2020	B	`conf`	Situated and Interactive Multimodal Conversations. COLING Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2020	J	`jnl`	Situated and Interactive Multimodal Conversations. CoRR Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2020	B	`conf`	User Memory Reasoning for Conversational Recommendation. COLING Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Philip S. Yu
2020	J	`jnl`	User Memory Reasoning for Conversational Recommendation. CoRR Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu
2019	J	`jnl`	Active Federated Learning. CoRR Jack Goetz, Kshitiz Malik, Duc Bui, Seungwhan Moon, Honglei Liu, Anuj Kumar
2019	J	`jnl`	Federated User Representation Learning. CoRR Duc Bui, Kshitiz Malik, Jack Goetz, Honglei Liu, Seungwhan Moon, Anuj Kumar, Kang G. Shin
2019	B	`conf`	Memory Graph Networks for Explainable Memory-grounded Question Answering. CoNLL Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba
2019	—	`conf`	Memory Grounded Conversational Reasoning. EMNLP/IJCNLP (3) Seungwhan Moon, Pararth Shah, Rajen Subba, Anuj Kumar
2019	—	`conf`	OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs. ACL (1) Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba
2018	—	`conf`	Multimodal Named Entity Disambiguation for Noisy Social Media Posts. ACL (1) Seungwhan Moon, Leonardo Neves, Vitor Carvalho
2018	—	`conf`	Multimodal Named Entity Recognition for Short Social Media Posts. NAACL-HLT Seungwhan Moon, Leonardo Neves, Vitor Carvalho
2018	J	`jnl`	Multimodal Named Entity Recognition for Short Social Media Posts. CoRR Seungwhan Moon, Leonardo Neves, Vitor Carvalho
2017	A*	`conf`	Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer. IJCAI Seungwhan Moon, Jaime G. Carbonell
2016	—	`conf`	Metaphor Detection with Topic Transition, Emotion and Cognition in Context. ACL (1) Hyeju Jang, Yohan Jo, Qinlan Shen, Michael Miller, Seungwhan Moon, Carolyn P. Rosé
2016	—	`conf`	Proactive Transfer Learning for Heterogeneous Feature and Label Spaces. ECML/PKDD (2) Seungwhan Moon, Jaime G. Carbonell
2015	A*	`conf`	Joint photo stream and blog post summarization and exploration. CVPR Gunhee Kim, Seungwhan Moon, Leonid Sigal
2015	—	`conf`	Metaphor Detection in Discourse. SIGDIAL Conference Hyeju Jang, Seungwhan Moon, Yohan Jo, Carolyn P. Rosé
2015	A*	`conf`	Ranking and retrieval of image sequences from multiple paragraph queries. CVPR Gunhee Kim, Seungwhan Moon, Leonid Sigal
2014	—	`conf`	Active learning with partially featured data. WWW (Companion Volume) Seungwhan Moon, Calvin McCarter, Yu-Hsin Kuo
2014	J	`jnl`	Multimodal Transfer Deep Learning for Audio Visual Recognition. CoRR Seungwhan Moon, Suyoun Kim, Haohan Wang
2014	B	`conf`	Proactive learning with multiple class-sensitive labelers. DSAA Seungwhan Moon, Jaime G. Carbonell
2012	B	`conf`	Design and implementation of the note-taking style haptic voice recognition for mobile devices. ICMI Seungwhan Moon, Khe Chai Sim