Benhao Huang

According to our database, Benhao Huang authored at least 12 papers between 2024 and 2026.

Collaborative distances:

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

2026

Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning.

Benhao Huang, Zhengyang Geng, Zico Kolter

CoRR, May, 2026

Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments.

Hansen Jin Lillemark, Benhao Huang, Fangneng Zhan, Yilun Du, Thomas Anderson Keller

CoRR, January, 2026

2025

PAN: A World Model for General, Interactable, and Long-Horizon World Simulation.

Jiannan Xiang, Yi Gu, Zihan Liu, Zeyu Feng, Qiyue Gao, Yiyan Hu, Benhao Huang, Guangyi Liu, Yichi Yang, Kun Zhou, Davit Abrahamyan, Arif Ahmad, Ganesh Bannur, Junrong Chen, Kimi Chen, Mingkai Deng, Ruobing Han, Xinqi Huang, Haoqiang Kang, Zheqi Li, Enze Ma, Hector Ren, Yashowardhan Shinde, Rohan Shingre, Ramsundar Tanikella, Kaiming Tao, Dequan Yang, Xinle Yu, Cong Zeng, Binglin Zhou, Hector Liu, Zhiting Hu, Eric P. Xing

CoRR, November, 2025

Mask Tokens as Prophet: Fine-Grained Cache Eviction for Efficient dLLM Inference.

Jianuo Huang, Yaojie Zhang, Yicun Yang, Benhao Huang, Biqing Qi, Dongrui Liu, Linfeng Zhang

CoRR, October, 2025

FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching.

Jiacheng Liu, Peiliang Cai, Qinming Zhou, Yuqi Lin, Deyang Kong, Benhao Huang, Yupei Pan, Haowen Xu, Chang Zou, Junshu Tang, Shikang Zheng, Linfeng Zhang

CoRR, October, 2025

DCA-Bench: A Benchmark for Dataset Curation Agents.

Benhao Huang, Yingzhuo Yu, Jin Huang, Xingjian Zhang, Jiaqi W. Ma

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation.

Qiyue Gao, Xinyu Pi, Kevin Liu, Junrong Chen, Ruolan Yang, Xinqi Huang, Xinyu Fang, Lu Sun, Gautham Kishore, Bo Ai, Stone Tao, Mengyang Liu, Jiaxi Yang, Chao-Jung Lai, Chuanyang Jin, Jiannan Xiang, Benhao Huang, Zeming Chen, David Danks, Hao Su, Tianmin Shu, Ziqiao Ma, Lianhui Qin, Zhiting Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Contrasting Adversarial Perturbations: The Space of Harmless Perturbations.

Lu Chen, Shaofeng Li, Benhao Huang, Fan Yang, Zheng Li, Jie Li, Yuan Luo

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

AAPMT: AGI Assessment Through Prompt and Metric Transformer.

Benhao Huang

CoRR, 2024

Seeing is not always believing: The Space of Harmless Perturbations.

Lu Chen, Shaofeng Li, Benhao Huang, Fan Yang, Zheng Li, Jie Li, Yuan Luo

CoRR, 2024

Defining and extracting generalizable interaction primitives from DNNs.

Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

An Energy-Efficient Adaptive-Frequency-Modulated PPG Acquisition Circuits with Power-on-Demand Trans-impedance Amplifier.

Xiafan Gu, Yuwei Huang, Benhao Huang, Yongfu Li, Jiajun Yuan, Jian Zhao

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024