Yunhao Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Boolean Functions

Recurrent Neural Networks

Top Venues

Publications

Xu Yan, Bin Lian, Yunhao Yang, Xiaotie Wang, Jialin Cui, Xianghong Zhao, Fuqun Wang, Kefei Chen
A Ciphertext Reduction Scheme for Garbling an S-Box in an AES Circuit with Minimal Online Time. Symmetry 16 (6) (2024)
Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali
Neuro-Symbolic Video Search. CoRR (2024)
Yunhao Yang, Cyrus Neary, Ufuk Topcu
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception. AAMAS (2024)
Yunhao Yang, Neel P. Bhatt, Tyler Ingebrand, William Ward, Steven Carr, Atlas Wang, Ufuk Topcu
Fine-Tuning Language Models Using Formal Methods Feedback: A Use Case in Autonomous Systems. MLSys (2024)
Yunhao Yang, Cyrus Neary, Ufuk Topcu
Multimodal Pretrained Models for Sequential Decision-Making: Synthesis, Verification, Grounding, and Perception. CoRR (2023)
Yunhao Yang, Anshul Tomar
On the Planning, Search, and Memorization Capabilities of Large Language Models. CoRR (2023)
Yunhao Yang, Parham Gohari, Ufuk Topcu
On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models. Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Yunhao Yang, Jean-Raphaël Gaglione, Sandeep Chinchali, Ufuk Topcu
Specification-Driven Video Search via Foundation Models and Formal Verification. CoRR (2023)
Yunhao Yang, Ying Jiang
Microservice Indicator Prediction Method Based on STE and CNN-BiLSTM. CCIS (2023)
Yunhao Yang, Neel P. Bhatt, Tyler Ingebrand, William Ward, Steven Carr, Zhangyang Wang, Ufuk Topcu
Fine-Tuning Language Models Using Formal Methods Feedback. CoRR (2023)
Yunhao Yang, Parham Gohari, Ufuk Topcu
Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning. CoRR (2022)
Yunhao Yang, Zhaokun Xue
Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model. IntelliSys (2) (2022)
Yunhao Yang, Jean-Raphaël Gaglione, Ufuk Topcu
Learning Automata-Based Task Knowledge Representation from Large-Scale Generative Language Models. CoRR (2022)
Yunhao Yang, Yuhan Zheng, Yi Wang, Chandrajit Bajaj
Learning Deep Latent Subspaces for Image Denoising. CoRR (2021)
Yunhao Yang, Parham Gohari, Ufuk Topcu
On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks. CoRR (2021)
Yunhao Yang, Zhaokun Xue
Enhancing Latent Space Clustering in Multi-filter Seq2Seq Model: A Reinforcement Learning Approach. CoRR (2021)
Yunhao Yang, Zhaokun Xue
Representation Learning in Sequence to Sequence Tasks: Multi-filter Gaussian Mixture Autoencoder. CoRR (2021)
Chandrajit Bajaj, Yi Wang, Yunhao Yang, Yuhan Zheng
Recursive Self-Improvement for Camera Image and Signal Processing Pipeline. CoRR (2021)
Yunhao Yang, Long Li, Liang Chang, Tianlong Gu
A Poisoning Attack Against the Recognition Model Trained by the Data Augmentation Method. ML4CS (2) (2020)
Yunhao Yang, Andrew B. Whinston
A Survey on Reinforcement Learning for Combinatorial Optimization. CoRR (2020)
Yunhao Yang
Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder. CoRR (2020)
Yunhao Yang, Andrew Tan
Approximating Boolean Functions with Disjunctive Normal Form. CoRR (2020)