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2020 – today
- 2024
[j2]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): 664 (2024)- [c6]Yunhao Yang, Cyrus Neary, Ufuk Topcu:
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception. AAMAS 2024: 2011-2019 - [c5]Minkyu Choi
, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali:
Towards Neuro-Symbolic Video Understanding. ECCV (78) 2024: 220-236 - [c4]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 - [i19]Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah, Sandeep Chinchali:
Neuro-Symbolic Video Search. CoRR abs/2403.11021 (2024) - [i18]Yunhao Yang, Yuxin Hu, Mao Ye, Zaiwei Zhang, Zhichao Lu, Yi Xu, Ufuk Topcu, Ben Snyder:
Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models. CoRR abs/2410.01144 (2024) - [i17]Yunhao Yang, William Ward, Zichao Hu, Joydeep Biswas, Ufuk Topcu:
Joint Verification and Refinement of Language Models for Safety-Constrained Planning. CoRR abs/2410.14865 (2024) - [i16]Yunhao Yang, Leonard Berthellemy, Ufuk Topcu:
Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games. CoRR abs/2410.14890 (2024) - [i15]Neel P. Bhatt, Yunhao Yang, Rohan Siva, Daniel Milan, Ufuk Topcu, Zhangyang Wang:
Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework. CoRR abs/2411.01639 (2024) - 2023
- [j1]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): 68-84 (2023) - [c3]Yunhao Yang, Ying Jiang:
Microservice Indicator Prediction Method Based on STE and CNN-BiLSTM. CCIS 2023: 511-515 - [i14]Yunhao Yang, Cyrus Neary, Ufuk Topcu:
Multimodal Pretrained Models for Sequential Decision-Making: Synthesis, Verification, Grounding, and Perception. CoRR abs/2308.05295 (2023) - [i13]Yunhao Yang, Anshul Tomar:
On the Planning, Search, and Memorization Capabilities of Large Language Models. CoRR abs/2309.01868 (2023) - [i12]Yunhao Yang, Jean-Raphaël Gaglione, Sandeep Chinchali, Ufuk Topcu:
Specification-Driven Video Search via Foundation Models and Formal Verification. CoRR abs/2309.10171 (2023) - [i11]Yunhao Yang, Neel P. Bhatt, Tyler Ingebrand, William Ward, Steven Carr, Zhangyang Wang, Ufuk Topcu:
Fine-Tuning Language Models Using Formal Methods Feedback. CoRR abs/2310.18239 (2023) - 2022
- [c2]Yunhao Yang, Zhaokun Xue:
Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model. IntelliSys (2) 2022: 103-117 - [i10]Yunhao Yang, Parham Gohari, Ufuk Topcu:
Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning. CoRR abs/2205.12430 (2022) - [i9]Yunhao Yang, Jean-Raphaël Gaglione, Ufuk Topcu:
Learning Automata-Based Task Knowledge Representation from Large-Scale Generative Language Models. CoRR abs/2212.01944 (2022) - 2021
- [i8]Yunhao Yang, Yuhan Zheng, Yi Wang, Chandrajit Bajaj:
Learning Deep Latent Subspaces for Image Denoising. CoRR abs/2104.00253 (2021) - [i7]Yunhao Yang, Zhaokun Xue:
Representation Learning in Sequence to Sequence Tasks: Multi-filter Gaussian Mixture Autoencoder. CoRR abs/2105.08840 (2021) - [i6]Yunhao Yang, Zhaokun Xue:
Enhancing Latent Space Clustering in Multi-filter Seq2Seq Model: A Reinforcement Learning Approach. CoRR abs/2109.12399 (2021) - [i5]Yunhao Yang, Parham Gohari, Ufuk Topcu:
On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks. CoRR abs/2110.03054 (2021) - [i4]Chandrajit Bajaj, Yi Wang, Yunhao Yang, Yuhan Zheng:
Recursive Self-Improvement for Camera Image and Signal Processing Pipeline. CoRR abs/2111.07499 (2021) - 2020
- [c1]Yunhao Yang, Long Li, Liang Chang, Tianlong Gu:
A Poisoning Attack Against the Recognition Model Trained by the Data Augmentation Method. ML4CS (2) 2020: 550-561 - [i3]Yunhao Yang, Andrew Tan:
Approximating Boolean Functions with Disjunctive Normal Form. CoRR abs/2005.05773 (2020) - [i2]Yunhao Yang, Andrew B. Whinston:
A Survey on Reinforcement Learning for Combinatorial Optimization. CoRR abs/2008.12248 (2020) - [i1]Yunhao Yang:
Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder. CoRR abs/2011.03667 (2020)
Coauthor Index
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