Qiran Zou

According to our database, Qiran Zou authored at least 12 papers between 2018 and 2026.

Collaborative distances:

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

2026

FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics.

Qiran Zou, Hou Hei Lam, Wenhao Zhao, Tingting Chen, Yiming Tang, Samson Yu, Yingtao Zhu, Srinivas Anumasa, Zufeng Zhang, Tianyi Zhang, Chang Liu, Zhengyao Jiang, Anirudh Goyal, Dianbo Liu

CoRR, May, 2026

Mitigating Premature Discretization with Progressive Quantization for Robust Vector Tokenization.

Wenhao Zhao, Qiran Zou, Zhouhan Lin, Dianbo Liu

CoRR, March, 2026

Early Quantization Shrinks Codebook: A Simple Fix for Diversity-Preserving Tokenization.

Wenhao Zhao, Qiran Zou, Rushi Shah, Yudi Wu, Zhouhan Lin, Dianbo Liu

CoRR, March, 2026

2025

HypoSpace: Evaluating LLM Creativity as Set-Valued Hypothesis Generators under Underdetermination.

Tingting Chen, Beibei Lin, Zifeng Yuan, Qiran Zou, Hongyu He, Yew-Soon Ong, Anirudh Goyal, Dianbo Liu

CoRR, October, 2025

FML-bench: A Benchmark for Automatic ML Research Agents Highlighting the Importance of Exploration Breadth.

Qiran Zou, Hein-Mun Lam, Wenhao Zhao, Yiming Tang, Tingting Chen, Samson Yu, Tianyi Zhang, Chang Liu, Xiangyang Ji, Dianbo Liu

CoRR, October, 2025

Interpretable Evaluation of AI-Generated Content with Language-Grounded Sparse Encoders.

Yiming Tang, Arash Lagzian, Srinivas Anumasa, Qiran Zou, Trang Nguyen, Ehsan Adeli, Ching-Yu Cheng, Yilun Du, Dianbo Liu

CoRR, August, 2025

2024

Representation Collapsing Problems in Vector Quantization.

Wenhao Zhao, Qiran Zou, Rushi Shah, Dianbo Liu

CoRR, 2024

ParCo: Part-Coordinating Text-to-Motion Synthesis.

Qiran Zou, Shangyuan Yuan, Shian Du, Yu Wang, Chang Liu, Yi Xu, Jie Chen, Xiangyang Ji

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation.

Qiran Zou, Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning Foreground-Background Segmentation from Improved Layered GANs.

Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Unsupervised Foreground-Background Segmentation with Equivariant Layered GANs.

Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji

CoRR, 2021

2018

Depth Prediction from Monocular Images with CGAN.

Wei Zhang, Guoying Zhang, Qiran Zou

Proceedings of the Smart Computing and Communication - Third International Conference, 2018