A Poisoning Attack Against the Recognition Model Trained by the Data Augmentation Method. - Yunhao Yang; Long Li 005; Liang Chang 003; Tianlong Gu (ML4CS (2), 2020)

Approximating Boolean Functions with Disjunctive Normal Form. - Yunhao Yang; Andrew Tan (CoRR, 2020)

A Survey on Reinforcement Learning for Combinatorial Optimization. - Yunhao Yang; Andrew B. Whinston (CoRR, 2020)

Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder. - Yunhao Yang (CoRR, 2020)

Learning Deep Latent Subspaces for Image Denoising. - Yunhao Yang; Yuhan Zheng; Yi Wang 076; Chandrajit Bajaj (CoRR, 2021)

Representation Learning in Sequence to Sequence Tasks: Multi-filter Gaussian Mixture Autoencoder. - Yunhao Yang; Zhaokun Xue (CoRR, 2021)

Enhancing Latent Space Clustering in Multi-filter Seq2Seq Model: A Reinforcement Learning Approach. - Yunhao Yang; Zhaokun Xue (CoRR, 2021)

On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks. - Yunhao Yang; Parham Gohari; Ufuk Topcu (CoRR, 2021)

Recursive Self-Improvement for Camera Image and Signal Processing Pipeline. - Chandrajit Bajaj; Yi Wang 076; Yunhao Yang; Yuhan Zheng (CoRR, 2021)

Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model. - Yunhao Yang; Zhaokun Xue (IntelliSys (2), 2022)

Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning. - Yunhao Yang; Parham Gohari; Ufuk Topcu (CoRR, 2022)

Learning Automata-Based Task Knowledge Representation from Large-Scale Generative Language Models. - Yunhao Yang; Jean-Raphaël Gaglione; Ufuk Topcu (CoRR, 2022)

Microservice Indicator Prediction Method Based on STE and CNN-BiLSTM. - Yunhao Yang; Ying Jiang (CCIS, 2023)

Multimodal Pretrained Models for Sequential Decision-Making: Synthesis, Verification, Grounding, and Perception. - Yunhao Yang; Cyrus Neary; Ufuk Topcu (CoRR, 2023)

On the Planning, Search, and Memorization Capabilities of Large Language Models. - Yunhao Yang; Anshul Tomar (CoRR, 2023)

Specification-Driven Video Search via Foundation Models and Formal Verification. - Yunhao Yang; Jean-Raphaël Gaglione; Sandeep Chinchali; Ufuk Topcu (CoRR, 2023)

Fine-Tuning Language Models Using Formal Methods Feedback. - Yunhao Yang; Neel P. Bhatt; Tyler Ingebrand; William Ward; Steven Carr 002; Zhangyang Wang; Ufuk Topcu (CoRR, 2023)

On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models. - Yunhao Yang; Parham Gohari; Ufuk Topcu (Proc. Priv. Enhancing Technol., 2023)

Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception. - Yunhao Yang; Cyrus Neary; Ufuk Topcu (AAMAS, 2024)

Towards Neuro-Symbolic Video Understanding. - Minkyu Choi 001; Harsh Goel; Mohammad Omama; Yunhao Yang; Sahil Shah; Sandeep Chinchali (ECCV (78), 2024)

Mitigating Multimodal Large Language Model Hallucinations Through Direct Preference Optimization. - Yunhao Yang; Jiaqi Zhang (ISAIR (2), 2024)

Briefness-Oriented Prompting Elicits Faithfulness in LVLM. - Jiaqi Zhang; Yunhao Yang (ISAIR (2), 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 002; Atlas Wang; Ufuk Topcu (MLSys, 2024)

Neuro-Symbolic Video Search. - Minkyu Choi 001; Harsh Goel; Mohammad Omama; Yunhao Yang; Sahil Shah; Sandeep Chinchali (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)

Joint Verification and Refinement of Language Models for Safety-Constrained Planning. - Yunhao Yang; William Ward; Zichao Hu; Joydeep Biswas; Ufuk Topcu (CoRR, 2024)

Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games. - Yunhao Yang; Leonard Berthellemy; Ufuk Topcu (CoRR, 2024)

Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework. - Neel P. Bhatt; Yunhao Yang; Rohan Siva; Daniel Milan; Ufuk Topcu; Zhangyang Wang (CoRR, 2024)

Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction. - Po-han Li; Yunhao Yang; Mohammad Omama; Sandeep Chinchali; Ufuk Topcu (CoRR, 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, 2024)

Safe Online Convex Optimization with Heavy-Tailed Observation Noises. - Yunhao Yang; Bo Xue 004; Yunzhi Hao; Ying Li; Yuanyu Wan (AAAI, 2025)

Automaton-Based Representations of Task Knowledge from Generative Language Models. - Yunhao Yang; Cyrus Neary; Ufuk Topcu (NeuS, 2025)

Evaluating Human Trust in LLM-Based Planners: A Preliminary Study. - Shenghui Chen; Yunhao Yang; Kayla Boggess; Seongkook Heo; Lu Feng 001; Ufuk Topcu (CoRR, 2025)

Real-Time Privacy Preservation for Robot Visual Perception. - Minkyu Choi 001; Yunhao Yang; Neel P. Bhatt; Kushagra Gupta; Sahil Shah; Aditya Rai; David Fridovich-Keil; Ufuk Topcu; Sandeep P. Chinchali (CoRR, 2025)

Foundation Models for Logistics: Toward Certifiable, Conversational Planning Interfaces. - Yunhao Yang; Neel P. Bhatt; Christian Ellis; Alvaro Velasquez; Zhangyang Wang; Ufuk Topcu (CoRR, 2025)