Shuang Ao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Failure Detection

Multiple Kernel

Reinforcement Learning

Language Processing

Top Venues

Publications

Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora Salim
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned. CoRR (2024)
Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
Large Language Models for Next Point-of-Interest Recommendation. CoRR (2024)
Shuang Ao, Simon Khan, Haris Aziz, Flora D. Salim
REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability. CoRR (2024)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs. CoRR (2024)
Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
Large Language Models for Next Point-of-Interest Recommendation. SIGIR (2024)
Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, Flora Salim
XXLTraffic: Expanding and Extremely Long Traffic Dataset for Ultra-Dynamic Forecasting Challenges. CoRR (2024)
Shuang Ao, Tianyi Zhou, Guodong Long, Xuan Song, Jing Jiang
Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution. CoRR (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration. UAI (2023)
Shuang Ao
Building Safe and Reliable AI systems for Safety Critical Tasks with Vision-Language Processing. CoRR (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection. CoRR (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Confidence-Aware Calibration and Scoring Functions for Curriculum Learning. CoRR (2023)
Shuang Ao
Building Safe and Reliable AI Systems for Safety Critical Tasks with Vision-Language Processing. ECIR (3) (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection. AISafety/SafeRL@IJCAI (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration. CoRR (2023)
Shuang Ao, Tianyi Zhou, Jing Jiang, Guodong Long, Xuan Song, Chengqi Zhang
EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning. ICML (2022)
Shuang Ao, Xeno Acharya
Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System. CoRR (2021)
Shuang Ao, Xeno Acharya
Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System. ICNLSP (2021)
Shuang Ao, Tianyi Zhou, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum. NeurIPS (2021)
Robert J. Wang, Xiang Li, Shuang Ao, Charles X. Ling
Pelee: A Real-Time Object Detection System on Mobile Devices. ICLR (Workshop) (2018)
Robert J. Wang, Xiang Li, Shuang Ao, Charles X. Ling
Pelee: A Real-Time Object Detection System on Mobile Devices. CoRR (2018)
Shuang Ao, Xiang Li, Charles X. Ling
Fast Generalized Distillation for Semi-Supervised Domain Adaptation. AAAI (2017)
Shuang Ao, Xiang Li, Charles X. Ling
Effective Multiclass Transfer for Hypothesis Transfer Learning. PAKDD (2) (2017)
Xiang Li, Bin Gu, Shuang Ao, Huaimin Wang, Charles X. Ling
Triply Stochastic Gradients on Multiple Kernel Learning. UAI (2017)
Shuang Ao, Charles X. Ling
Adapting New Categories for Food Recognition with Deep Representation. ICDM Workshops (2015)
Yan Luo, Charles X. Ling, Shuang Ao
Mobile-based food classification for Type-2 Diabetes using nutrient and textual features. DSAA (2014)
Jia Wu, Zhihua Cai, Xiaolin Chen, Shuang Ao
Active AODE learning based on a novel sampling strategy and its application. Int. J. Comput. Appl. Technol. 47 (4) (2013)
Jia Wu, Zhihua Cai, Shuang Ao
Hybrid dynamic k-nearest-neighbour and distance and attribute weighted method for classification. Int. J. Comput. Appl. Technol. 43 (4) (2012)
Jia Wu, Zhihua Cai, Xiaolin Chen, Shuang Ao, Yongshan Zhang
Attribute Weighting via Differential Evolution for Attribute Weighted Clonal Selection Algorithm. J. Comput. 7 (12) (2012)