Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes.

Yicong Hong

Gonzalo Gomez-Nogales Yicong Hong Chongjian Ge Marc Comino-Trinidad Dan Casas Yi Zhou Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes. 2026 January abs/2601.22301 CoRR https://doi.org/10.48550/arXiv.2601.22301 db/journals/corr/corr2601.html#abs-2601-22301 streams/journals/corr

Jisu Nam Yicong Hong Chun-Hao Paul Huang Feng Liu JoungBin Lee Jiyoung Kim Siyoon Jin Yunsung Lee Jaeyoon Jung Suhwan Choi Seungryong Kim Yang Zhou WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation. 2026 March abs/2603.16871 CoRR https://doi.org/10.48550/arXiv.2603.16871 db/journals/corr/corr2603.html#abs-2603-16871 streams/journals/corr

Desai Xie Zhan Xu Yicong Hong Hao Tan 0002 Difan Liu Feng Liu 0015 Arie E. Kaufman Yang Zhou 0019 Progressive Autoregressive Video Diffusion Models. 6322-6332 2025 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2025W/CVEU/html/Xie_Progressive_Autoregressive_Video_Diffusion_Models_CVPRW_2025_paper.html conf/cvpr/2025w db/conf/cvpr/cvprw2025.html#XieXH0L0KZ25 Zun Wang 0001 Jialu Li 0001 Yicong Hong Songze Li Kunchang Li 0002 Shoubin Yu Yi Wang 0074 Yu Qiao 0001 Yali Wang 0001 Mohit Bansal Limin Wang 0002 Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel. 2025 ICLR https://openreview.net/forum?id=OUuhwVsk9Z conf/iclr/2025 db/conf/iclr/iclr2025.html#WangLHL0Y000B025

Yicong Hong Long Mai Yuan Yao Feng Liu 0015 Pushing the Boundaries of State Space Models for Image and Video Generation. 2025 February abs/2502.00972 CoRR https://doi.org/10.48550/arXiv.2502.00972 db/journals/corr/corr2502.html#abs-2502-00972 streams/journals/corr

Yitian Zhang Long Mai Aniruddha Mahapatra David Bourgin Yicong Hong Jonah Casebeer Feng Liu 0015 Yun Fu 0001 REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder. 2025 March abs/2503.08665 CoRR https://doi.org/10.48550/arXiv.2503.08665 db/journals/corr/corr2503.html#abs-2503-08665 streams/journals/corr

Shoubin Yu Difan Liu Ziqiao Ma 0001 Yicong Hong Yang Zhou 0019 Hao Tan 0002 Joyce Chai Mohit Bansal VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation. 2025 March abs/2503.14350 CoRR https://doi.org/10.48550/arXiv.2503.14350 db/journals/corr/corr2503.html#abs-2503-14350 streams/journals/corr

Tianyuan Zhang Sai Bi Yicong Hong Kai Zhang 0045 Fujun Luan Songlin Yang Kalyan Sunkavalli William T. Freeman Hao Tan 0002 Test-Time Training Done Right. 2025 May abs/2505.23884 CoRR https://doi.org/10.48550/arXiv.2505.23884 db/journals/corr/corr2505.html#abs-2505-23884 streams/journals/corr

Yuan Yao Yicong Hong Difan Liu Long Mai Feng Liu 0015 Jiebo Luo 0001 Diffusion Transformer-to-Mamba Distillation for High-Resolution Image Generation. 2025 June abs/2506.18999 CoRR https://doi.org/10.48550/arXiv.2506.18999 db/journals/corr/corr2506.html#abs-2506-18999 streams/journals/corr

Yicong Hong Yiqun Mei Chongjian Ge Yiran Xu Yang Zhou 0019 Sai Bi Yannick Hold-Geoffroy Mike Roberts Matthew Fisher Eli Shechtman Kalyan Sunkavalli Feng Liu 0015 Zhengqi Li Hao Tan 0002 RELIC: Interactive Video World Model with Long-Horizon Memory. 2025 December abs/2512.04040 CoRR https://doi.org/10.48550/arXiv.2512.04040 db/journals/corr/corr2512.html#abs-2512-04040 streams/journals/corr

Gengze Zhou Chongjian Ge Hao Tan 0002 Feng Liu 0015 Yicong Hong Rethinking Training Dynamics in Scale-wise Autoregressive Generation. 2025 December abs/2512.06421 CoRR https://doi.org/10.48550/arXiv.2512.06421 db/journals/corr/corr2512.html#abs-2512-06421 streams/journals/corr

Bahram Mohammadi Yicong Hong Yuankai Qi Qi Wu 0001 Shirui Pan Javen Qinfeng Shi Augmented Commonsense Knowledge for Remote Object Grounding. 4269-4277 2024 AAAI https://doi.org/10.1609/aaai.v38i5.28223 conf/aaai/2024 db/conf/aaai/aaai2024.html#MohammadiHQWPS24 Gengze Zhou Yicong Hong Qi Wu 0001 NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models. 7641-7649 2024 AAAI https://doi.org/10.1609/aaai.v38i7.28597 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhouHW24 Gengze Zhou Yicong Hong Zun Wang 0001 Xin Eric Wang Qi Wu 0001 NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models. 260-278 2024 ECCV (7) https://doi.org/10.1007/978-3-031-72667-5_15 conf/eccv/2024-7 db/conf/eccv/eccv2024-7.html#ZhouHWWW24 streams/conf/eccv Yicong Hong Kai Zhang 0045 Jiuxiang Gu Sai Bi Yang Zhou 0019 Difan Liu Feng Liu 0015 Kalyan Sunkavalli Trung Bui Hao Tan 0002 LRM: Large Reconstruction Model for Single Image to 3D. 2024 ICLR https://openreview.net/forum?id=sllU8vvsFF conf/iclr/2024 db/conf/iclr/iclr2024.html#Hong0GBZLLSB024 Jiahao Li Hao Tan 0002 Kai Zhang 0045 Zexiang Xu Fujun Luan Yinghao Xu 0001 Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi Instant3D: Fast Text-to-3D with Sparse-view Generation and Large Reconstruction Model. 2024 ICLR https://openreview.net/forum?id=2lDQLiH1W4 conf/iclr/2024 db/conf/iclr/iclr2024.html#Li00XLXHSSB24 Jiazhao Zhang Kunyu Wang Rongtao Xu Gengze Zhou Yicong Hong Xiaomeng Fang Qi Wu 0001 Zhizheng Zhang 0011 He Wang 0010 NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation. 2024 Robotics: Science and Systems https://doi.org/10.15607/RSS.2024.XX.079 conf/rss/2024 db/conf/rss/rss2024.html#ZhangWXZHF0ZW24 Zheyuan Liu 0002 Weixuan Sun Yicong Hong Damien Teney Stephen Gould Bi-directional Training for Composed Image Retrieval via Text Prompt Learning. 5741-5750 2024 WACV https://doi.org/10.1109/WACV57701.2024.00565 conf/wacv/2024 db/conf/wacv/wacv2024.html#0002SHTG24

Jiazhao Zhang Kunyu Wang Rongtao Xu Gengze Zhou Yicong Hong Xiaomeng Fang Qi Wu 0001 Zhizheng Zhang 0011 He Wang 0010 NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation. 2024 abs/2402.15852 CoRR https://doi.org/10.48550/arXiv.2402.15852 db/journals/corr/corr2402.html#abs-2402-15852

Bahram Mohammadi Yicong Hong Yuankai Qi Qi Wu 0001 Shirui Pan Javen Qinfeng Shi Augmented Commonsense Knowledge for Remote Object Grounding. 2024 abs/2406.01256 CoRR https://doi.org/10.48550/arXiv.2406.01256 db/journals/corr/corr2406.html#abs-2406-01256

Gengze Zhou Yicong Hong Zun Wang 0001 Xin Eric Wang Qi Wu 0001 NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models. 2024 abs/2407.12366 CoRR https://doi.org/10.48550/arXiv.2407.12366 db/journals/corr/corr2407.html#abs-2407-12366 streams/journals/corr

Desai Xie Zhan Xu Yicong Hong Hao Tan 0002 Difan Liu Feng Liu 0015 Arie E. Kaufman Yang Zhou 0019 Progressive Autoregressive Video Diffusion Models. 2024 abs/2410.08151 CoRR https://doi.org/10.48550/arXiv.2410.08151 db/journals/corr/corr2410.html#abs-2410-08151 streams/journals/corr

Ziwen Chen Hao Tan 0002 Kai Zhang 0045 Sai Bi Fujun Luan Yicong Hong Fuxin Li Zexiang Xu Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats. 2024 abs/2410.12781 CoRR https://doi.org/10.48550/arXiv.2410.12781 db/journals/corr/corr2410.html#abs-2410-12781 streams/journals/corr

Gengze Zhou Yicong Hong Zun Wang 0001 Chongyang Zhao 0003 Mohit Bansal Qi Wu 0001 SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts. 2024 abs/2412.05552 CoRR https://doi.org/10.48550/arXiv.2412.05552 db/journals/corr/corr2412.html#abs-2412-05552 streams/journals/corr

Zun Wang 0001 Jialu Li 0001 Yicong Hong Songze Li Kunchang Li 0002 Shoubin Yu Yi Wang 0074 Yu Qiao 0001 Yali Wang 0001 Mohit Bansal Limin Wang 0002 Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel. 2024 abs/2412.08467 CoRR https://doi.org/10.48550/arXiv.2412.08467 db/journals/corr/corr2412.html#abs-2412-08467 streams/journals/corr

Yanyuan Qiao Yuankai Qi Yicong Hong Zheng Yu 0004 Peng Wang 0015 Qi Wu 0001 HOP+: History-Enhanced and Order-Aware Pre-Training for Vision-and-Language Navigation. 8524-8537 2023 July 45 IEEE Trans. Pattern Anal. Mach. Intell. 7 https://doi.org/10.1109/TPAMI.2023.3234243 db/journals/pami/pami45.html#QiaoQHYWW23

Yicong Hong Yang Zhou 0019 Ruiyi Zhang 0002 Franck Dernoncourt Trung Bui Stephen Gould Hao Tan 0002 Learning Navigational Visual Representations with Semantic Map Supervision. 3032-3044 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00284 conf/iccv/2023 db/conf/iccv/iccv2023.html#HongZZDBG023 Zun Wang 0001 Jialu Li 0001 Yicong Hong Yi Wang 0074 Qi Wu 0001 Mohit Bansal Stephen Gould Hao Tan 0002 Yu Qiao 0001 Scaling Data Generation in Vision-and-Language Navigation. 11975-11986 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01103 conf/iccv/2023 db/conf/iccv/iccv2023.html#WangLHWWBG0Q23

Zheyuan Liu 0002 Weixuan Sun Yicong Hong Damien Teney Stephen Gould Bi-directional Training for Composed Image Retrieval via Text Prompt Learning. 2023 abs/2303.16604 CoRR https://doi.org/10.48550/arXiv.2303.16604 db/journals/corr/corr2303.html#abs-2303-16604

Gengze Zhou Yicong Hong Qi Wu 0001 NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models. 2023 abs/2305.16986 CoRR https://doi.org/10.48550/arXiv.2305.16986 db/journals/corr/corr2305.html#abs-2305-16986

Zun Wang 0001 Jialu Li 0001 Yicong Hong Yi Wang 0074 Qi Wu 0001 Mohit Bansal Stephen Gould Hao Tan 0002 Yu Qiao 0001 Scaling Data Generation in Vision-and-Language Navigation. 2023 abs/2307.15644 CoRR https://doi.org/10.48550/arXiv.2307.15644 db/journals/corr/corr2307.html#abs-2307-15644

Yicong Hong Kai Zhang 0045 Jiuxiang Gu Sai Bi Yang Zhou 0019 Difan Liu Feng Liu 0015 Kalyan Sunkavalli Trung Bui Hao Tan 0002 LRM: Large Reconstruction Model for Single Image to 3D. 2023 abs/2311.04400 CoRR https://doi.org/10.48550/arXiv.2311.04400 db/journals/corr/corr2311.html#abs-2311-04400

Jiahao Li Hao Tan 0002 Kai Zhang 0045 Zexiang Xu Fujun Luan Yinghao Xu 0001 Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model. 2023 abs/2311.06214 CoRR https://doi.org/10.48550/arXiv.2311.06214 db/journals/corr/corr2311.html#abs-2311-06214

Yanyuan Qiao Yuankai Qi Yicong Hong Zheng Yu 0004 Peng Wang 0015 Qi Wu 0001 HOP: History-and-Order Aware Pretraining for Vision-and-Language Navigation. 15397-15406 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01498 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#QiaoQHY0022 Yicong Hong Zun Wang 0001 Qi Wu 0001 Stephen Gould Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation. 15418-15428 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01500 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#HongWWG22

Yicong Hong Zun Wang 0001 Qi Wu 0001 Stephen Gould Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation. 2022 abs/2203.02764 CoRR https://doi.org/10.48550/arXiv.2203.02764 db/journals/corr/corr2203.html#abs-2203-02764

Yanyuan Qiao Yuankai Qi Yicong Hong Zheng Yu 0004 Peng Wang 0015 Qi Wu 0001 HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation. 2022 abs/2203.11591 CoRR https://doi.org/10.48550/arXiv.2203.11591 db/journals/corr/corr2203.html#abs-2203-11591

Dong An 0002 Zun Wang 0001 Yangguang Li 0001 Yi Wang 0074 Yicong Hong Yan Huang 0008 Liang Wang 0001 Jing Shao 1st Place Solutions for RxR-Habitat Vision-and-Language Navigation Competition (CVPR 2022). 2022 abs/2206.11610 CoRR https://doi.org/10.48550/arXiv.2206.11610 db/journals/corr/corr2206.html#abs-2206-11610

Yicong Hong Qi Wu 0001 Yuankai Qi Cristian Rodriguez Opazo Stephen Gould VLN BERT: A Recurrent Vision-and-Language BERT for Navigation. 1643-1653 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Hong_VLN_BERT_A_Recurrent_Vision-and-Language_BERT_for_Navigation_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00169 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#Hong0QOG21 Yuankai Qi Zizheng Pan Yicong Hong Ming-Hsuan Yang 0001 Anton van den Hengel Qi Wu 0001 The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. 1635-1644 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00168 conf/iccv/2021 db/conf/iccv/iccv2021.html#QiPH0H021 Jiawei Liu 0005 Jing Zhang 0052 Yicong Hong Nick Barnes Learning structure-aware semantic segmentation with image-level supervision. 1-8 2021 IJCNN https://doi.org/10.1109/IJCNN52387.2021.9533846 conf/ijcnn/2021 db/conf/ijcnn/ijcnn2021.html#LiuZHB21

Yuankai Qi Zizheng Pan Yicong Hong Ming-Hsuan Yang 0001 Anton van den Hengel Qi Wu 0001 Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. 2021 abs/2104.04167 CoRR https://arxiv.org/abs/2104.04167 db/journals/corr/corr2104.html#abs-2104-04167

Jiawei Liu 0005 Jing Zhang 0052 Yicong Hong Nick Barnes Learning structure-aware semantic segmentation with image-level supervision. 2021 abs/2104.07216 CoRR https://arxiv.org/abs/2104.07216 db/journals/corr/corr2104.html#abs-2104-07216

Yicong Hong Cristian Rodriguez Opazo Qi Wu 0001 Stephen Gould Sub-Instruction Aware Vision-and-Language Navigation. 3360-3376 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.271 https://aclanthology.org/2020.emnlp-main.271/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#HongOWG20 Yicong Hong Cristian Rodriguez Opazo Yuankai Qi Qi Wu 0001 Stephen Gould Language and Visual Entity Relationship Graph for Agent Navigation. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/56dc0997d871e9177069bb472574eb29-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#HongOQ0G20

Yicong Hong Cristian Rodriguez Opazo Qi Wu 0001 Stephen Gould Sub-Instruction Aware Vision-and-Language Navigation. 2020 abs/2004.02707 CoRR https://arxiv.org/abs/2004.02707 db/journals/corr/corr2004.html#abs-2004-02707

Yicong Hong Cristian Rodriguez Opazo Yuankai Qi Qi Wu 0001 Stephen Gould Language and Visual Entity Relationship Graph for Agent Navigation. 2020 abs/2010.09304 CoRR https://arxiv.org/abs/2010.09304 db/journals/corr/corr2010.html#abs-2010-09304

Yicong Hong Qi Wu 0001 Yuankai Qi Cristian Rodriguez Opazo Stephen Gould A Recurrent Vision-and-Language BERT for Navigation. 2020 abs/2011.13922 CoRR https://arxiv.org/abs/2011.13922 db/journals/corr/corr2011.html#abs-2011-13922

Dong An 0002 Mohit Bansal Nick Barnes Sai Bi David Bourgin Trung Bui Dan Casas Jonah Casebeer Joyce Y. ChaiJoyce Chai Ziwen Chen Suhwan Choi Marc CominoMarc Comino-Trinidad Franck Dernoncourt Xiaomeng Fang Matthew Fisher William T. Freeman Yun Fu 0001 Chongjian Ge Gonzalo Gomez-Nogales Stephen Gould Jiuxiang Gu Anton van den Hengel Yannick Hold-Geoffroy Chun-Hao Paul Huang Yan Huang 0008 Siyoon Jin Jaeyoon Jung Arie E. Kaufman Jiyoung Kim Seungryong Kim JoungBin Lee Yunsung Lee Fuxin Li Jiahao Li Jialu Li 0001 Kunchang Li 0002 Songze Li Yangguang Li 0001 Zhengqi Li Difan Liu Feng Liu Feng Liu 0015 Jiawei Liu 0005 Zheyuan Liu 0002 Fujun Luan Jiebo Luo 0001 Ziqiao Ma 0001 Aniruddha Mahapatra Long Mai Yiqun Mei Bahram Mohammadi Jisu Nam Cristian Rodriguez Opazo Shirui Pan Zizheng Pan Yuankai Qi Yanyuan Qiao Yu Qiao 0001 Mike Roberts Gregory ShakhnarovichGreg Shakhnarovich Jing Shao Eli Shechtman Qinfeng ShiJaven Qinfeng Shi Weixuan Sun Kalyan Sunkavalli Hao Tan 0002 Damien Teney He Wang 0010 Kunyu Wang Liang Wang 0001 Limin Wang 0002 Peng Wang 0015 Xin Wang 0061Xin Eric Wang Yali Wang 0001 Yi Wang 0074 Zun Wang 0001 Qi Wu 0001 Desai Xie Rongtao Xu Yinghao Xu 0001 Yiran Xu Zexiang Xu Zhan Xu Ming-Hsuan Yang 0001 Songlin Yang Yuan Yao Shoubin Yu Zheng Yu 0004 Jiazhao Zhang Jing Zhang 0052 Kai Zhang 0045 Ruiyi Zhang 0002 Tianyuan Zhang Yitian Zhang Zhizheng Zhang 0011 Chongyang Zhao 0003 Gengze Zhou Yang Zhou Yang Zhou 0019 Yi Zhou