Yunhao Yang

According to our database, Yunhao Yang authored at least 26 papers between 2020 and 2024.

Collaborative distances:

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

2024

A Ciphertext Reduction Scheme for Garbling an S-Box in an AES Circuit with Minimal Online Time.

Xu Yan, Bin Lian, Yunhao Yang, Xiaotie Wang, Jialin Cui, Xianghong Zhao, Fuqun Wang, Kefei Chen

Symmetry, June, 2024

Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games.

Yunhao Yang, Leonard Berthellemy, Ufuk Topcu

CoRR, 2024

Joint Verification and Refinement of Language Models for Safety-Constrained Planning.

Yunhao Yang, William Ward, Zichao Hu, Joydeep Biswas, Ufuk Topcu

CoRR, 2024

Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models.

Yunhao Yang, Yuxin Hu, Mao Ye, Zaiwei Zhang, Zhichao Lu, Yi Xu, Ufuk Topcu, Ben Snyder

CoRR, 2024

Neuro-Symbolic Video Search.

Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali

CoRR, 2024

Fine-Tuning Language Models Using Formal Methods Feedback: A Use Case in Autonomous Systems.

Yunhao Yang, Neel P. Bhatt, Tyler Ingebrand, William Ward, Steven Carr, Atlas Wang, Ufuk Topcu

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Towards Neuro-Symbolic Video Understanding.

Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali

Proceedings of the Computer Vision - ECCV 2024, 2024

Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception.

Yunhao Yang, Cyrus Neary, Ufuk Topcu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models.

Yunhao Yang, Parham Gohari, Ufuk Topcu

Proc. Priv. Enhancing Technol., January, 2023

Fine-Tuning Language Models Using Formal Methods Feedback.

Yunhao Yang, Neel P. Bhatt, Tyler Ingebrand, William Ward, Steven Carr, Zhangyang Wang, Ufuk Topcu

CoRR, 2023

Specification-Driven Video Search via Foundation Models and Formal Verification.

Yunhao Yang, Jean-Raphaël Gaglione, Sandeep Chinchali, Ufuk Topcu

CoRR, 2023

On the Planning, Search, and Memorization Capabilities of Large Language Models.

Yunhao Yang, Anshul Tomar

CoRR, 2023

Multimodal Pretrained Models for Sequential Decision-Making: Synthesis, Verification, Grounding, and Perception.

Yunhao Yang, Cyrus Neary, Ufuk Topcu

CoRR, 2023

Microservice Indicator Prediction Method Based on STE and CNN-BiLSTM.

Yunhao Yang, Ying Jiang

Proceedings of the 9th IEEE International Conference on Cloud Computing and Intelligent Systems, 2023

2022

Learning Automata-Based Task Knowledge Representation from Large-Scale Generative Language Models.

Yunhao Yang, Jean-Raphaël Gaglione, Ufuk Topcu

CoRR, 2022

Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning.

Yunhao Yang, Parham Gohari, Ufuk Topcu

CoRR, 2022

Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model.

Yunhao Yang, Zhaokun Xue

Proceedings of the Intelligent Systems and Applications, 2022

2021

Recursive Self-Improvement for Camera Image and Signal Processing Pipeline.

Chandrajit Bajaj, Yi Wang, Yunhao Yang, Yuhan Zheng

CoRR, 2021

On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks.

Yunhao Yang, Parham Gohari, Ufuk Topcu

CoRR, 2021

Enhancing Latent Space Clustering in Multi-filter Seq2Seq Model: A Reinforcement Learning Approach.

Yunhao Yang, Zhaokun Xue

CoRR, 2021

Representation Learning in Sequence to Sequence Tasks: Multi-filter Gaussian Mixture Autoencoder.

Yunhao Yang, Zhaokun Xue

CoRR, 2021

Learning Deep Latent Subspaces for Image Denoising.

Yunhao Yang, Yuhan Zheng, Yi Wang, Chandrajit Bajaj

CoRR, 2021

2020

Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder.

Yunhao Yang

CoRR, 2020

A Survey on Reinforcement Learning for Combinatorial Optimization.

Yunhao Yang, Andrew B. Whinston

CoRR, 2020

Approximating Boolean Functions with Disjunctive Normal Form.

Yunhao Yang, Andrew Tan

CoRR, 2020

A Poisoning Attack Against the Recognition Model Trained by the Data Augmentation Method.

Yunhao Yang, Long Li, Liang Chang, Tianlong Gu

Proceedings of the Machine Learning for Cyber Security - Third International Conference, 2020