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Sungjin Ahn

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

37

Venues

11

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

37 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIExtendable Planning via Multiscale Diffusion.Chang Chen, Hany Hamed, Doojin Baek, Taegu Kang, Samyeul Noh, Yoshua Bengio, Sungjin Ahn
2025ICCVSTORM: Token-Efficient Long Video Understanding for Multimodal LLMs.Jindong Jiang, Xiuyu Li, Zhijian Liu, Muyang Li, Guo Chen, Zhiqi Li, De-An Huang, Guilin Liu, Zhiding Yu, Kurt Keutzer, Sungjin Ahn, Jan Kautz, Hongxu Yin, Yao Lu, Song Han, Wonmin Byeon
2025ICLRDreamweaver: Learning Compositional World Models from Pixels.Junyeob Baek, Yi-Fu Wu, Gautam Singh, Sungjin Ahn
2025ICLRMrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory.Junyeong Park, Junmo Cho, Sungjin Ahn
2025ICMLMonte Carlo Tree Diffusion for System 2 Planning.Jaesik Yoon, Hyeonseo Cho, Doojin Baek, Yoshua Bengio, Sungjin Ahn
2024ICLRSimple Hierarchical Planning with Diffusion.Chang Chen, Fei Deng, Kenji Kawaguchi, Caglar Gulcehre, Sungjin Ahn
2024ICLRSpatially-Aware Transformers for Embodied Agents.Junmo Cho, Jaesik Yoon, Sungjin Ahn
2024ICLRLearning to Compose: Improving Object Centric Learning by Injecting Compositionality.Whie Jung, Jaehoon Yoo, Sungjin Ahn, Seunghoon Hong
2024ICLRNeural Language of Thought Models.Yi-Fu Wu, Minseung Lee, Sungjin Ahn
2024ICMLPlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer.Chang Chen, Junyeob Baek, Fei Deng, Kenji Kawaguchi, Caglar Gulcehre, Sungjin Ahn
2024ICMLDr. Strategy: Model-Based Generalist Agents with Strategic Dreaming.Hany Hamed, Subin Kim, Dongyeong Kim, Jaesik Yoon, Sungjin Ahn
2024ICMLParallelized Spatiotemporal Slot Binding for Videos.Gautam Singh, Yue Wang, Jiawei Yang, Boris Ivanovic, Sungjin Ahn, Marco Pavone, Tong Che
2023ICLRNeural Systematic Binder.Gautam Singh, Yeongbin Kim, Sungjin Ahn
2023ICMLAn Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning.Jaesik Yoon, Yi-Fu Wu, Heechul Bae, Sungjin Ahn
2022ICLRIlliterate DALL-E Learns to Compose.Gautam Singh, Fei Deng, Sungjin Ahn
2022ICMLDreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations.Fei Deng, Ingook Jang, Sungjin Ahn
2021ICLRGenerative Scene Graph Networks.Fei Deng, Zhuo Zhi, Donghun Lee, Sungjin Ahn
2021ICMLStructured World Belief for Reinforcement Learning in POMDP.Gautam Singh, Skand Vishwanath Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn
2021ICMLGenerative Video Transformer: Can Objects be the Words?Yi-Fu Wu, Jaesik Yoon, Sungjin Ahn
2020ICLRSCALOR: Generative World Models with Scalable Object Representations.Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn
2020ICLRSPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition.Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn
2020ICMLImproving Generative Imagination in Object-Centric World Models.Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Bofeng Fu, Jindong Jiang, Sungjin Ahn
2020ICMLRobustifying Sequential Neural Processes.Jaesik Yoon, Gautam Singh, Sungjin Ahn
2019ICCVDomain-Adaptive Single-View 3D Reconstruction.Pedro O. Pinheiro, Negar Rostamzadeh, Sungjin Ahn
2017AAAIDenoising Criterion for Variational Auto-Encoding Framework.Daniel Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio
2017ICLRHierarchical Multiscale Recurrent Neural Networks.Junyoung Chung, Sungjin Ahn, Yoshua Bengio
2016ACLPointing the Unknown Words.aglar Glehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, Yoshua Bengio
2016ACLGenerating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus.Iulian Vlad Serban, Alberto Garca-Durn, aglar Glehre, Sungjin Ahn, Sarath Chandar, Aaron C. Courville, Yoshua Bengio
2016AISTATSScalable MCMC for Mixed Membership Stochastic Blockmodels.Wenzhe Li, Sungjin Ahn, Max Welling
2015KDDLarge-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC.Sungjin Ahn, Anoop Korattikara, Nathan Liu, Suju Rajan, Max Welling
2014ICMLDistributed Stochastic Gradient MCMC.Sungjin Ahn, Babak Shahbaba, Max Welling
2013AISTATSDistributed and Adaptive Darting Monte Carlo through Regenerations.Sungjin Ahn, Yutian Chen, Max Welling
2012ICMLBayesian Posterior Sampling via Stochastic Gradient Fisher Scoring.Sungjin Ahn, Anoop Korattikara Balan, Max Welling
2008AINAWireless Sensor Networks for Cultural Property Protection.Jongwoo Sung, Sungjin Ahn, Taesoo Park, Seonghun Jang, Dongheui Yun, Jonggu Kang, Seongeun Yoo, Pohkit Chong, Daeyoung Kim
2007WCNCMosaic Localization for Wireless Sensor Networks.Jihoon Kang, Daeyoung Kim, Sungjin Ahn
2006EWSNProactive Context-Aware Sensor Networks.Sungjin Ahn, Daeyoung Kim
2005EUCPower-Aware Position Vector Routing for Wireless Sensor Networks.Sangsoo Lee, Daeyoung Kim, Sungjin Ahn, Noseong Park