| 2025 | CVPR | Detecting Out-of-Distribution Through the Lens of Neural Collapse. | Litian Liu, Yao Qin |
| 2025 | EMNLP | Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs. | Andong Hua, Kenan Tang, Chenhe Gu, Jindong Gu, Eric Wong, Yao Qin |
| 2025 | ICLR | NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions. | Mehak Preet Dhaliwal, Andong Hua, Laya Pullela, Ryan Burke, Yao Qin |
| 2025 | WACV | Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? | Shuo Chen, Zhen Han, Bailan He, Jianzhe Liu, Mark Buckley, Yao Qin, Philip Torr, Volker Tresp, Jindong Gu |
| 2024 | AISTATS | Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective. | Bhagyashree Puranik, Ahmad Beirami, Yao Qin, Upamanyu Madhow |
| 2024 | CVPR | Initialization Matters for Adversarial Transfer Learning. | Andong Hua, Jindong Gu, Zhiyu Xue, Nicholas Carlini, Eric Wong, Yao Qin |
| 2024 | EMNLP | Creative and Context-Aware Translation of East Asian Idioms with GPT-4. | Kenan Tang, Peiyang Song, Yao Qin, Xifeng Yan |
| 2024 | ICLR | Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting. | Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold |
| 2024 | ICML | Fast Decision Boundary based Out-of-Distribution Detector. | Litian Liu, Yao Qin |
| 2023 | EMNLP | Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation. | Ananth Balashankar, Xuezhi Wang, Yao Qin, Ben Packer, Nithum Thain, Ed H. Chi, Jilin Chen, Alex Beutel |
| 2023 | ICA3PP | CRAFT: Common Router Architecture for Throughput Optimization. | Jiahua Yan, Mingyu Wang, Yao Qin, Zhiyi Yu |
| 2022 | ECCV | Are Vision Transformers Robust to Patch Perturbations? | Jindong Gu, Volker Tresp, Yao Qin |
| 2022 | EMNLP | Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers. | Jieyu Zhao, Xuezhi Wang, Yao Qin, Jilin Chen, Kai-Wei Chang |
| 2021 | ISCAS | An Anti-Overcharged High-dV/dt-Immunity Capacitive Level Shifter with Dynamic Discharge Control for Half-Bridge GaN Driver. | Yao Qin, Xin Ming, Zhiyi Lin, Yuanyuan Liu, Yongyu Zhang, Zhaoji Li, Bo Zhang |
| 2020 | EMNLP | CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation. | Tianlu Wang, Xuezhi Wang, Yao Qin, Ben Packer, Kang Li, Jilin Chen, Alex Beutel, Ed H. Chi |
| 2020 | ICLR | Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. | Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton |
| 2019 | ICML | Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition. | Yao Qin, Nicholas Carlini, Garrison W. Cottrell, Ian J. Goodfellow, Colin Raffel |
| 2019 | ISCAS | A New Design Method for Solar Energy Harvesting System Based on Neural Network. | Yuanfei Wang, Ping Luo, Xiao Zeng, Dingming Peng, Shaowei Zhen, Yao Qin, Bo Zhang |
| 2018 | COMPSAC | TBAC: Transaction-Based Access Control on Blockchain for Resource Sharing with Cryptographically Decentralized Authorization. | Yan Zhu, Yao Qin, Guohua Gan, Yang Shuai, William Cheng-Chung Chu |
| 2018 | ISCAS | A Capacitor-less LDO With Fast-transient Error Amplifier and Push-pull Differentiator. | Xin Ming, Jia-Hao Zhang, Chun-qi Zhang, Li Hu, Yao Qin, Shaowei Zhen, Bo Zhang |
| 2018 | MICCAI | Autofocus Layer for Semantic Segmentation. | Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya V. Nori |
| 2018 | QRS | Provably Secure Cryptographic ABAC System to Enhance Reliability and Privacy Using Real-Time Token and Dynamic Policy. | Yan Zhu, Ruyun Yu, Yao Qin, Di Ma, William Cheng-Chung Chu |
| 2017 | IJCAI | A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction. | Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison W. Cottrell |
| 2017 | ISPA | Live Migration Planning of Virtual Machines in Hybrid SDN. | Yao Qin, Hua Wang, Fangjin Zhu |
| 2016 | IPCCC | A flexible and scalable implementation of elliptic curve cryptography over GF(p) based on ASIP. | Yao Qin, Hua Wang, Zhiping Jia, Hui Xia |
| 2015 | CVPR | Saliency detection via Cellular Automata. | Yao Qin, Huchuan Lu, Yiqun Xu, He Wang |