Zhenfang Chen

According to our database, Zhenfang Chen authored at least 46 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Compositional Physical Reasoning of Objects and Events from Videos.

Zhenfang Chen, Shilong Dong, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan

CoRR, 2024

Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble.

Shun Zhang, Zhenfang Chen, Sunli Chen, Yikang Shen, Zhiqing Sun, Chuang Gan

CoRR, 2024

Augmenting Embodied Learning in Welding Training: The Co-Design of an XR- and tinyML-Enabled Welding System for Creative Arts and Manufacturing Training.

Zhenfang Chen, Tate Johnson, Andrew Knowles, Ann Li, Semina Yi, Yumeng Zhuang, Daragh Byrne, Dina El-Zanfaly

Proceedings of the Eighteenth International Conference on Tangible, 2024

XRweld: An In-Situ Extended Reality Platform for Welding Education.

Tate Johnson, Ann Li, Andrew Knowles, Zhenfang Chen, Semina Yi, Yumeng Zhuang, Man To Tang, Daragh Byrne, Dina El-Zanfaly

Proceedings of the ACM SIGGRAPH 2024 Immersive Pavilion, 2024

ContPhy: Continuum Physical Concept Learning and Reasoning from Videos.

Zhicheng Zheng, Xin Yan, Zhenfang Chen, Jingzhou Wang, Qin Zhi Eddie Lim, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SALMON: Self-Alignment with Instructable Reward Models.

Zhiqing Sun, Yikang Shen, Hongxin Zhang, Qinhong Zhou, Zhenfang Chen, David Daniel Cox, Yiming Yang, Chuang Gan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding.

Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules.

Zhenfang Chen, Rui Sun, Wenjun Liu, Yining Hong, Chuang Gan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FlexAttention for Efficient High-Resolution Vision-Language Models.

Junyan Li, Delin Chen, Tianle Cai, Peihao Chen, Yining Hong, Zhenfang Chen, Yikang Shen, Chuang Gan

Proceedings of the Computer Vision - ECCV 2024, 2024

SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge.

Andong Wang, Bo Wu, Sunli Chen, Zhenfang Chen, Haotian Guan, Wei-Ning Lee, Li Erran Li, Chuang Gan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning.

Zhenfang Chen, Qinhong Zhou, Yikang Shen, Yining Hong, Zhiqing Sun, Dan Gutfreund, Chuang Gan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deep Face Video Inpainting via UV Mapping.

Wenqi Yang, Zhenfang Chen, Chaofeng Chen, Guanying Chen, Kwan-Yee K. Wong

IEEE Trans. Image Process., 2023

SALMON: Self-Alignment with Principle-Following Reward Models.

Zhiqing Sun, Yikang Shen, Hongxin Zhang, Qinhong Zhou, Zhenfang Chen, David D. Cox, Yiming Yang, Chuang Gan

CoRR, 2023

ModuleFormer: Learning Modular Large Language Models From Uncurated Data.

Yikang Shen, Zheyu Zhang, Tianyou Cao, Shawn Tan, Zhenfang Chen, Chuang Gan

CoRR, 2023

See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning.

Zhenfang Chen, Qinhong Zhou, Yikang Shen, Yining Hong, Hao Zhang, Chuang Gan

CoRR, 2023

Augmenting Welding Training: An XR Platform to Foster Muscle Memory and Mindfulness for Skills Development.

Tate Johnson, Ann Li, Andrew Knowles, Zhenfang Chen, Semina Yi, Yumeng Zhuang, Dina El-Zanfaly, Daragh Byrne

Proceedings of the Companion Proceedings of the 2023 Conference on Interactive Surfaces and Spaces, 2023

Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties.

Hsiao-Yu Tung, Mingyu Ding, Zhenfang Chen, Daniel Bear, Chuang Gan, Josh Tenenbaum, Dan Yamins, Judith E. Fan, Kevin A. Smith

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision.

Zhiqing Sun, Yikang Shen, Qinhong Zhou, Hongxin Zhang, Zhenfang Chen, David D. Cox, Yiming Yang, Chuang Gan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

3D-LLM: Injecting the 3D World into Large Language Models.

Yining Hong, Haoyu Zhen, Peihao Chen, Shuhong Zheng, Yilun Du, Zhenfang Chen, Chuang Gan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Planning with Large Language Models for Code Generation.

Shun Zhang, Zhenfang Chen, Yikang Shen, Mingyu Ding, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

TextPSG: Panoptic Scene Graph Generation from Textual Descriptions.

Chengyang Zhao, Yikang Shen, Zhenfang Chen, Mingyu Ding, Chuang Gan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Sparse Universal Transformer.

Shawn Tan, Yikang Shen, Zhenfang Chen, Aaron C. Courville, Chuang Gan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

3D Concept Learning and Reasoning from Multi-View Images.

Yining Hong, Chunru Lin, Yilun Du, Zhenfang Chen, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention.

Mingyu Ding, Yikang Shen, Lijie Fan, Zhenfang Chen, Zitian Chen, Ping Luo, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners.

Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik G. Learned-Miller, Chuang Gan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners.

Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik G. Learned-Miller, Chuang Gan

CoRR, 2022

S³-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint.

Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ComPhy: Compositional Physical Reasoning of Objects and Events from Videos.

Zhenfang Chen, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the Tenth International Conference on Learning Representations, 2022

A Unified Framework for Masked and Mask-Free Face Recognition Via Feature Rectification.

Shaozhe Hao, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo.

Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong

Proceedings of the Computer Vision - ECCV 2022, 2022

Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following.

Mingyu Ding, Yan Xu, Zhenfang Chen, David Daniel Cox, Ping Luo, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the Conference on Robot Learning, 2022

Memory Portal: Investigating Data Meaning-making through Spatio-temporal Experiences.

Dina EL-Zanfaly, Zhenfang Chen, Amrita Khoshoo, Rachel Ann Arredondo, Isabel Ngan, Christianne Francovich

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Google Home, Listen: Building Helper Intelligences for Non-Verbal Sound.

Zhenfang Chen, Daragh Byrne, Dina EL-Zanfaly

Proceedings of the C&C '22: Creativity and Cognition, Venice, Italy, June 20 - 23, 2022, 2022

Spooky Technology: The ethereal and otherworldly as a resource for design.

Daragh Byrne, Dan Lockton, Meijie Hu, Miranda Luong, Anuprita Ranade, Karen Escarcha, Katherine Giesa, Yiwei Huang, Catherine Yochum, Gordon Robertson, Lisa (Yip Yan) Yeung, Matthew Cruz, Christi Danner, Elizabeth Wang, Malika Khurana, Zhenfang Chen, Alexander Heyison, Yixiao Fu

Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022

2021

STAR: A Benchmark for Situated Reasoning in Real-World Videos.

Bo Wu, Shoubin Yu, Zhenfang Chen, Josh Tenenbaum, Chuang Gan

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language.

Mingyu Ding, Zhenfang Chen, Tao Du, Ping Luo, Josh Tenenbaum, Chuang Gan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning.

Zhenfang Chen, Jiayuan Mao, Jiajun Wu, Kwan-Yee Kenneth Wong, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the 9th International Conference on Learning Representations, 2021

The Blessings of Unlabeled Background in Untrimmed Videos.

Yuan Liu, Jingyuan Chen, Zhenfang Chen, Bing Deng, Jianqiang Huang, Hanwang Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SneezeLove: Embodying Cultural Superstitions in Connected Devices.

Malika Khurana, Zhenfang Chen, Daragh Byrne, Yang Bai

Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021

2020

Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video.

Zhenfang Chen, Lin Ma, Wenhan Luo, Peng Tang, Kwan-Yee K. Wong

CoRR, 2020

Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension.

Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Learning Local Similarity with Spatial Relations for Object Retrieval.

Zhenfang Chen, Zhanghui Kuang, Wayne Zhang, Kwan-Yee K. Wong

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video.

Zhenfang Chen, Lin Ma, Wenhan Luo, Kwan-Yee Kenneth Wong

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Design and Fabrication of a Piezoelectric Micromachined Ultrasonic Transducer Array Based on Ceramic PZT.

Haoran Wang, Yuanyuan Yu, Zhenfang Chen, Hao Yang, Huabei Jiang, Huikai Xie

Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 2018

Boosting up Scene Text Detectors with Guided CNN.

Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang, Zhenfang Chen, Pan He, Yu Qiao, Wei Zhang

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Aggregated Deep Feature from Activation Clusters for Particular Object Retrieval.

Zhenfang Chen, Zhanghui Kuang, Kwan-Yee K. Wong, Wei Zhang

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017