Sign in
Yunhao Yang
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 18
Top Topics
Language Model
Boolean Functions
Formal Verification
Denoising
Top Venues
CoRR
IntelliSys (2)
CCIS
ML4CS (2)
</>
Publications
</>
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)