Honglu Zhou

54 papers A* 12A 2C 2Misc 1Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Future Optical Flow Prediction Improves Robot Control & Video Generation.
CoRR
Kanchana Ranasinghe, Honglu Zhou, Yu Fang, Luyu Yang, Le Xue, Ran Xu, Caiming Xiong, Silvio Savarese, Michael S. Ryoo, Juan Carlos Niebles
2026 J jnl
SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation.
Trans. Mach. Learn. Res.
Shrikant Kendre, Austin Xu, Honglu Zhou, Michael S. Ryoo, Shafiq Joty, Juan Carlos Niebles
2025 J jnl
Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding.
CoRR
Ziyang Wang, Honglu Zhou, Shijie Wang, Junnan Li, Caiming Xiong, Silvio Savarese, Mohit Bansal, Michael S. Ryoo, Juan Carlos Niebles
2025 — conf
BLIP-3: A Family of Open Large Multimodal Models.
ICCVW
Le Xue, Manli Shu, Anas Awadalla, Jun Wang, An Yan, Senthil Purushwalkam, Honglu Zhou, Viraj Prabhu, Yutong Dai, Michael S. Ryoo, Shrikant Kendre, Jieyu Zhang, Shao-Yen Tseng, Gustavo A. Lujan-Moreno, Matthew L. Olson, Musashi Hinck, David Cobbley, Vasudev Lal, Can Qin, Shu Zhang, Chia-Chih Chen, Ning Yu, Juntao Tan, Tulika Manoj Awalgaonkar, Shelby Heinecke, Huan Wang, Yejin Choi, Ludwig Schmidt, Zeyuan Chen, Silvio Savarese, Juan Carlos Niebles, Caiming Xiong, Ran Xu
2025 J jnl
BLIP3o-NEXT: Next Frontier of Native Image Generation.
CoRR
Jiuhai Chen, Le Xue, Zhiyang Xu, Xichen Pan, Shusheng Yang, Can Qin, An Yan, Honglu Zhou, Zeyuan Chen, Lifu Huang, Tianyi Zhou, Junnan Li, Silvio Savarese, Caiming Xiong, Ran Xu
2025 J jnl
CASIM: Composite Aware Semantic Injection for Text to Motion Generation.
CoRR
Che-Jui Chang, Tony Qingze Liu, Honglu Zhou, Vladimir Pavlovic, Mubbasir Kapadia
2025 A* conf
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D.
EMNLP
Artemis Panagopoulou, Le Xue, Honglu Zhou, Silvio Savarese, Ran Xu, Caiming Xiong, Chris Callison-Burch, Mark Yatskar, Juan Carlos Niebles
2025 J jnl
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D.
CoRR
Artemis Panagopoulou, Le Xue, Honglu Zhou, Silvio Savarese, Ran Xu, Caiming Xiong, Chris Callison-Burch, Mark Yatskar, Juan Carlos Niebles
2025 A conf
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization.
WACV
Chamuditha Jayanga Galappaththige, Zachary Izzo, Xilin He, Honglu Zhou, Muhammad Haris Khan
2025 J jnl
Robotic VLA Benefits from Joint Learning with Motion Image Diffusion.
CoRR
Yu Fang, Kanchana Ranasinghe, Le Xue, Honglu Zhou, Juntao Tan, Ran Xu, Shelby Heinecke, Caiming Xiong, Silvio Savarese, Daniel Szafir, Mingyu Ding, Michael S. Ryoo, Juan Carlos Niebles
2025 J jnl
SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation.
CoRR
Shrikant Kendre, Austin Xu, Honglu Zhou, Michael S. Ryoo, Shafiq Joty, Juan Carlos Niebles
2025 — conf
Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data.
ICCVW
Honglu Zhou, Xiangyu Peng, Shrikant Kendre, Michael S. Ryoo, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2025 J jnl
Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data.
CoRR
Honglu Zhou, Xiangyu Peng, Shrikant Kendre, Michael S. Ryoo, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2025 A* conf
Unifying Specialized Visual Encoders for Video Language Models.
ICML
Jihoon Chung, Tyler Zhu, Max Gonzalez Saez-Diez, Juan Carlos Niebles, Honglu Zhou, Olga Russakovsky
2025 J jnl
Unifying Specialized Visual Encoders for Video Language Models.
CoRR
Jihoon Chung, Tyler Zhu, Max Gonzalez Saez-Diez, Juan Carlos Niebles, Honglu Zhou, Olga Russakovsky
2025 A* conf
ViUniT: Visual Unit Tests for More Robust Visual Programming.
CVPR
Artemis Panagopoulou, Honglu Zhou, Silvio Savarese, Caiming Xiong, Chris Callison-Burch, Mark Yatskar, Juan Carlos Niebles
2024 J jnl
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization.
CoRR
Chamuditha Jayanga Galappaththige, Zachary Izzo, Xilin He, Honglu Zhou, Muhammad Haris Khan
2024 A* conf
Learning from Synthetic Human Group Activities.
CVPR
Che-Jui Chang, Danrui Li, Deep Patel, Parth Goel, Honglu Zhou, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
2024 Misc conf
Matching Confidences and Softened Target Occurrences for Calibration.
DICTA
Vinith Kugathasan, Honglu Zhou, Zachary Izzo, Gayal Kuruppu, Sanoojan Baliah, Muhammad Haris Khan
2024 J jnl
ViUniT: Visual Unit Tests for More Robust Visual Programming.
CoRR
Artemis Panagopoulou, Honglu Zhou, Silvio Savarese, Caiming Xiong, Chris Callison-Burch, Mark Yatskar, Juan Carlos Niebles
2024 A* conf
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos.
CVPR
Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan
2024 J jnl
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos.
CoRR
Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan
2024 J jnl
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models.
CoRR
Le Xue, Manli Shu, Anas Awadalla, Jun Wang, An Yan, Senthil Purushwalkam, Honglu Zhou, Viraj Prabhu, Yutong Dai, Michael S. Ryoo, Shrikant Kendre, Jieyu Zhang, Can Qin, Shu Zhang, Chia-Chih Chen, Ning Yu, Juntao Tan, Tulika Manoj Awalgaonkar, Shelby Heinecke, Huan Wang, Yejin Choi, Ludwig Schmidt, Zeyuan Chen, Silvio Savarese, Juan Carlos Niebles, Caiming Xiong, Ran Xu
2024 J jnl
xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMs.
CoRR
Michael S. Ryoo, Honglu Zhou, Shrikant Kendre, Can Qin, Le Xue, Manli Shu, Silvio Savarese, Ran Xu, Caiming Xiong, Juan Carlos Niebles
2024 — conf
xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations.
ECCV Workshops (5)
Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong
2024 J jnl
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations.
CoRR
Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong
2023 J jnl
A Multiscale Geospatial Dataset and an Interactive Visualization Dashboard for Computational Epidemiology and Open Scientific Research.
IEEE Computer Graphics and Applications
Muhammad Usman, Honglu Zhou, Seonghyeon Moon, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia
2023 A* conf
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.
IJCAI
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
2023 J jnl
Learning from Synthetic Human Group Activities.
CoRR
Che-Jui Chang, Honglu Zhou, Parth Goel, Aditya Bhat, Seonghyeon Moon, Samuel S. Sohn, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
2023 A* conf
MSI: Maximize Support-Set Information for Few-Shot Segmentation.
ICCV
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
2023 A* conf
Procedure-Aware Pretraining for Instructional Video Understanding.
CVPR
Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles
2023 J jnl
Procedure-Aware Pretraining for Instructional Video Understanding.
CoRR
Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles
2022 — conf
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality.
ECCV (35)
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf
2022 A conf
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.
CIKM
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
2022 J jnl
Graph-based generative representation learning of semantically and behaviorally augmented floorplans.
Vis. Comput.
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia
2022 — conf
HM: Hybrid Masking for Few-Shot Segmentation.
ECCV (20)
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
2022 J jnl
HMFS: Hybrid Masking for Few-Shot Segmentation.
CoRR
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
2022 A* conf
Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction.
IJCAI
Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Mihee Lee, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
2022 J jnl
MSI: Maximize Support-Set Information for Few-Shot Segmentation.
CoRR
Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, Mubbasir Kapadia
2021 J jnl
COMPOSER: Compositional Learning of Group Activity in Videos.
CoRR
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf
2021 A* conf
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning.
ICLR
Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf
2021 J jnl
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning.
CoRR
Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf
2021 J jnl
Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning.
CoRR
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Mubbasir Kapadia
2020 J jnl
GitEvolve: Predicting the Evolution of GitHub Repositories.
CoRR
Honglu Zhou, Hareesh Ravi, Carlos Manuel Muñiz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia
2020 J jnl
Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans.
CoRR
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia
2020 A* conf
HID: Hierarchical Multiscale Representation Learning for Information Diffusion.
IJCAI
Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia
2020 — conf
Laying the Foundations of Deep Long-Term Crowd Flow Prediction.
ECCV (29)
Samuel S. Sohn, Honglu Zhou, Seonghyeon Moon, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
2020 A* conf
Understanding Echo Chambers in E-commerce Recommender Systems.
SIGIR
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang
2020 J jnl
Understanding Echo Chambers in E-commerce Recommender Systems.
CoRR
Yingqiang Ge, Shuya Zhao, Honglu Zhou, Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang
2019 J jnl
Deep Crowd-Flow Prediction in Built Environments.
CoRR
Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
2019 C conf
Scenario Generalization of Data-driven Imitation Models in Crowd Simulation.
MIG
Gang Qiao, Honglu Zhou, Mubbasir Kapadia, Sejong Yoon, Vladimir Pavlovic
2019 J jnl
Scenario Generalization of Data-driven Imitation Models in Crowd Simulation.
CoRR
Gang Qiao, Honglu Zhou, Mubbasir Kapadia, Sejong Yoon, Vladimir Pavlovic
2018 J jnl
A comparative study of improved GA and PSO in solving multiple traveling salesmen problem.
Appl. Soft Comput.
Honglu Zhou, Mingli Song, Witold Pedrycz
2016 C conf
An improvement of partheno-genetic algorithm to solve multiple travelling salesmen problem.
ICIS
Honglu Zhou, Mingli Song