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Under review
SpreVid: Spectral Regularization for Visual Diffusion Models via Frequency-Aware Alignment
Chenliang Zhou, Zhilin Guo, Weihao Xia, Yiliang Li, Liuxuan Jiao, Cengiz Oztireli
Under review
VoxScene: Anchor-conditioned Voxel Diffusion for Indoor Scene Arrangement
Haotian Mao, Yuhan Huang, Jiatao Lin, Yang Zhao, Hui Wang, Yiheng Zhang, Yuwang Wang, Chenliang Zhou, Yan Zhang, Fangcheng Zhong, Xubo Yang
Under review
Beyond RBF Collocation: Unified Learnable Kansa Methods for PDEs
Zheyuan Hu, Weitao Chen, Cengiz Öztireli, Chenliang Zhou, Fangcheng Zhong
Under review
PoseCraft: 3D Landmark-Driven Diffusion for Realistic Human Rendering from Novel Poses
Zhilin Guo, Jing Yang, Kyle Fogarty, Jingyi Wan, Tianhao Wu, Chenliang Zhou, Weihao Xia, Sakar Khattar, Fangcheng Zhong, Cristina Nader Vasconcelos, Cengiz Oztireli
Under review
Telescopic Language Models
Zhilin Guo, Boqiao Zhang, Hakan Aktas, Kyle Fogarty, Nursena Koprucu Aslan, Wenzhao Li, Canberk Baykal, Albert Miao, Siyu Hong, Yixiao Liu, Adam Wu, Ashish Kumar Singh, Sakar Khattar, Chenliang Zhou, Weihao Xia, Cristina Nader Vasconcelos, Cengiz Oztireli
Under review
Certified Long-Horizon Code Agent Evolution via Validation-Gated Skill Optimization
Yifan Wang, Hao Cheng, Xiaomin Li, Yuexing Hao, Hemanth Neelgund Ramesh, Dongwon Jung, Hao Tang, Keru Wang, Chenliang Zhou, Qianhui Wu, Wenlin Yao, Ananth Grama, Andrzej Banburski-Fahey, Baolin Peng, Jaron Lanier, Jianfeng Gao
Under review
Align3D: Image-Structure Co-Aligned 3D Scene Generation with Observability-Aware Fidelity-Preserving Guidance
Chenliang Zhou, Yifan Wang, Andrzej Banburski-Fahey
Under review
Reliability-Gated Fusion of Consumer Head and Foot IMUs for Lower-Body 3D Pose
Zhilin Guo, Boqiao Zhang, Oszkár Urbán, Josef Bengtson, Hakan Aktas, Wenzhao Li, Siyu Hong, Kyle Fogarty, Chenliang Zhou, Ali Senguel, Cengiz Oztireli
Under review
2026
Matryoshka Gaussian Splatting
Zhilin Guo, Boqiao Zhang, Hakan Aktas, Kyle Fogarty, Jeffrey Hu, Nursena Koprucu Aslan, Canberk Baykal, Wenzhao Li, Albert Miao, Josef Bengtson, Chenliang Zhou, Weihao Xia, Cristina Nader Vasconcelos, Cengiz Oztireli
Proceedings of the European Conference on Computer Vision (ECCV), 2026
Multi-Expert Representation Learning with Dynamic Routing for Brain Captioning
Zhilin Guo, Weihao Xia, Mingdeng Cao, Chenliang Zhou, Cengiz Oztireli
Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2026
One Sensor, Whole Body — 3D Body Pose from a Single Consumer Earbud IMU
Zhilin Guo, Boqiao Zhang, Oszkár Urbán, Josef Bengtson, Hakan Aktas, Wenzhao Li, Siyu Hong, Kyle Fogarty, Chenliang Zhou, Ali Senguel, Cengiz Oztireli
Proceedings of the ACM International Conference on Multimedia (ACM MM), 2026
Physically Based Neural BRDF: A Framework for Physically Correct Material Reconstruction, Generation and Editing
Chenliang Zhou, Alejandro Sztrajman, Gilles Rainer, Fangcheng Zhong, Cengiz Oztireli, Rafal Mantiuk
Computer Graphics Forum (CGF), 2026
[paper]
Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
Chenliang Zhou, Fangcheng Zhong, Weihao Xia, Albert Miao, Canberk Baykal, Cengiz Oztireli
Proceedings of the International Conference on Learning Representations (ICLR), 2026
[page][paper][code]
Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
Albert Miao, Chenliang Zhou, Jiawei Zhou, Cengiz Oztireli
Proceedings of the International Conference on Learning Representations (ICLR), 2026
[paper]
Learning-Guided Kansa Collocation for Forward and Inverse PDEs Beyond Linearity
Zheyuan Hu, Weitao Chen, Cengiz Oztireli, Chenliang Zhou, Fangcheng Zhong
Proceedings of the International Conference on Learning Representations (ICLR), 2026
M3ashy: Multi-Modal Material Synthesis via Hyperdiffusion
Chenliang Zhou, Zheyuan Hu, Alejandro Sztrajman, Yancheng Cai, Yaru Liu, Cengiz Oztireli
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026
[page][paper][code][dataset]
The Application and Reflection of AI-Generated Images in Reshaping the “Uncanny Valley Effect” in Body Horror Films: Taking The Substance as a Research Case
Yiliang Li, Chenliang Zhou
International Conference on Digital Humanities, Cultural Heritage and Artificial Intelligence (IDHHA), 2026
2025
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions
Liuxuan Jiao, Chen Gao, Yiqian Yang, Chenliang Zhou, YiXian Huang, Yong Li, Xinlei Chen
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
[paper]
RETRO: REthinking Tactile Representation Learning with Material PriOrs
Weihao Xia, Chenliang Zhou, Cengiz Oztireli
Proceedings of the British Machine Vision Conference (BMVC), 2025
[paper]
FreNBRDF: A Frequency-Rectified Neural Material Representation
Chenliang Zhou, Zheyuan Hu, Cengiz Oztireli
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (IEEE MLSP), 2025
[page][paper][code]
2024
Fitness Aware Human Motion Generation from Fine-Tuning
Kiril Bikov, Shiye Su, Deepro Choudhury, Zhilin Guo, Weihao Xia, Mehmet Salih Çeliktenyıldız, Chenliang Zhou, Param Hanji, Cengiz Oztireli
Proceedings of the Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation
Chenliang Zhou, Fangcheng Zhong, Param Hanji, Zhilin Guo, Kyle Fogarty, Alejandro Sztrajman, Hongyun Gao, Cengiz Oztireli
Proceedings of the European Conference on Computer Vision (ECCV), 2024
[page][paper][code]
Hypernetworks for Generalizable BRDF Representation
Fazilet Gokbudak, Alejandro Sztrajman, Chenliang Zhou, Fangcheng Zhong, Rafal Mantiuk, Cengiz Oztireli
Proceedings of the European Conference on Computer Vision (ECCV), 2024
[page][paper][code]
XQSV: A Structurally Variable Network to Imitate Human Play in Xiangqi
Chenliang Zhou
Proceedings of the IEEE Conference on Games (IEEE CoG), 2024
[paper]
2023
CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Face Manipulation
Chenliang Zhou, Fangcheng Zhong, Cengiz Öztireli
ACM SIGGRAPH, 2023
[page][paper][code]
2020
Comparing Parameterizations and Objective Functions for Maximizing the Volume of Zonotopic Invariant Sets
Chenliang Zhou, Heejin Ahn, Ian Mitchell
Proceedings of the IEEE Conference on Decision and Control (CDC), 2020
[paper]
Investigation on Circadian Action and Color Quality in Laser-Based Illuminant for General Lighting and Display
Shuodi Lei, Bijing Liu, Yang Gao, Xiaoya Dong, Yujia Gong, Jian Xu, Yunxin Xu, Dong Wang, Ziquan Guo, Tingzhu Wu, Chenliang Zhou, Zongjian Cai, Yijun Lu, Zhong Chen
IEEE Photonics Journal, 2020
[paper]
AISpace2: An Interactively Visualizable Tool for Learning and Teaching Artificial Intelligence
Chenliang Zhou, Dominic Kuang, Jingru Liu, Tony Yang, Zijia Zhang, Alan Mackworth, David Poole
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
[page][paper][code]