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About Me - Chi's Homepage | 张驰的主页
About Me
Hi, I'm Chi Zhang (张驰)."The study of vision must therefore include not only the study of how to extract from images the various aspects of the world that are useful to us, but also an inquiry into the nature of the internal reprensentations by which we capture this information and thus make it available as a basis for decisions about our thoughts and actions." ‐ David Marr
About Me
I'm Chi Zhang (张驰). I recently joined ByteDance Seed after a few wonderful years at Beijing Institute for General Artificial Intelligence (BIGAI), as a full-time research scientist. Before that, I obtained my Ph.D. degree from Department of Computer Science, University of California - Los Angeles, advised by Professor Song-Chun Zhu.
My recent reseach interests include abstract reasoning, active reasoning and applied research for challenging problems.
I used to work with Professor Dit-Yan Yeung at Hong Kong University of Science and Technology and Professor Deng Cai at my alma mater, Zhejiang University.
I serve as
- Conference reviewer: CVPR (from 2019), ICCV (from 2019), ECCV (from 2020), NeurIPS (from 2020), ICLR (from 2020), ICML (from 2021), AAAI (from 2020)
- Journal reviewer: IEEE Transactions on Image Processing (TIP), Psychological Review
Publications
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Proposing and solving olympiad geometry with guided tree searchChi Zhang, Jiajun Song, Siyu Li, Yitao Liang, Yuxi Ma, Wei Wang, Yixin Zhu, Song-Chun Zhu -
A simulation-heuristics dual-process model for intuitive physicsShiqian Li, Yuxi Ma, Jiajun Yan, Bo Dai, Yujia Peng, Chi Zhang, Yixin ZhuCogSci 2025 -
Probing and Inducing Combinational Creativity in Vision-Language ModelsYongqian Peng, Yuxi Ma, Mengmeng Wang, Yuxuan Wang, Yizhou Wang, Chi Zhang, Yixin Zhu, Zilong ZhengCogSci 2025 -
Human-level few-shot concept induction through minimax entropy learningChi Zhang, Baoxiong Jia, Yixin Zhu, Song-Chun ZhuScience Advances -
I-PHYRE: Interactive Physical ReasoningShiqian Li, Kewen Wu, Chi Zhang,Yixin ZhuICLR 2024 -
Active Reasoning in an Open-World EnvironmentManjie Xu, Guangyuan Jiang, Wei Liang, Chi Zhang, Yixin ZhuNeurIPS 2023 -
Evaluating and Inducing Personality in Pre-trained Language ModelsNeurIPS 2023Spotlight -
Interactive Visual Reasoning under UncertaintyNeurIPS 2023 Datasets and Benchmarks -
X-VoE: Measuring eXplanatory Violation of Expectation in Physical EventsBo Dai, Linge Wang, Baoxiong Jia, Zeyu Zhang, Song-Chun Zhu, Chi Zhang, Yixin ZhuICCV 2023Oral -
MEWL: Few-shot multimodal word learning with referential uncertaintyGuangyuan Jiang, Xanjie Xu, Shiji Xin, Wei Liang, Yujia Peng, Chi Zhang, Yixin ZhuICML 2023 -
On the Learning Mechanisms in Physical ReasoningNeurIPS 2022Spotlight -
Learning Algebraic Representation for Systematic Generalization in Abstract ReasoningECCV 2022Paper / Supp / Poster / Code / Dataset / Blog / Project / Media: Institute for AI, PKU / Media: PKU News / Media: PKU Weibo -
DETR++: Taming Your Multi-Scale Detection TransformerChi Zhang, Lijuan Liu, Xiaoxue Zang, Frederick Liu, Hao Zhang, Xinying Song, Jindong ChenT4V: Transformers for Vision @ CVPR 2022. -
ACRE: Abstract Causal REasoning Beyond CovariationChi Zhang, Baoxiong Jia, Mark Edmonds, Song-Chun Zhu, Yixin ZhuCVPR 2021 -
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and ExecutionCVPR 2021 -
Congestion-aware Multi-agent Trajectory Prediction for Collision AvoidanceXu Xie, Chi Zhang, Yixin Zhu, Ying Nian Wu, Song-Chun ZhuICRA 2021 -
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common SenseYixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun ZhuEngineering, Volume 6, Issue 3 -
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational ReasoningWenhe Zhang, Chi Zhang, Yixin Zhu, Song-Chun ZhuAAAI 2020Oral -
Learning Perceptual Inference by ContrastingNeurIPS 2019Spotlight (2.43% acceptance rate) -
Learning Virtual Grasp with Failed Demonstrations via Bayesian Inverse Reinforcement LearningIROS 2019 -
RAVEN: A Dataset for Relational and Analogical Visual rEasoNingCVPR 2019 -
MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style TransferChi Zhang, Yixin Zhu, Song-Chun ZhuAAAI 2019 -
Mirroring without Overimitation: Learning Functionally Equivalent Manipulation ActionsHangxin Liu, Chi Zhang, Yixin Zhu, Chenfanfu Jiang, Song-Chun ZhuAAAI 2019 -
Learning Unmanned Aerial Vehicle Control for Autonomous Target FollowingSiyi Li, Tianbo Liu, Chi Zhang, Dit-Yan Yeung, Shaojie ShenIJCAI 2018 -
Question Retrieval for Community-based Question Answering via Heterogeneous Social Influential NetworkZheqian Chen, Chi Zhang, Zhou Zhao, Chengwei Yao, Deng CaiNeurocomputing, Volume 285 -
A Method of Exact 3D Modeling Based on Natural Gestures via Data Gloves (in Chinese)Xiangdong Li, Sihong Lv, Yikun Wang, Xiaowo Sun, Chi ZhangPatent publication number: CN104778746 B
Education
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Ph.D. in Computer Science
09.2017 - Summer 2022 | Los Angeles, California, USA
University of California, Los Angeles
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Master of Science in Computer Science
09.2017 - 03.2019 | Los Angeles, California, USA
University of California, Los Angeles
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Bachelor of Engineering in Computer Science
09.2013 - 06.2017 | Hangzhou, Zhejiang, China
Zhejiang University
