Selected Publications
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]
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]
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 Proceedings (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]
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
[page]
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]
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]
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]
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]
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]