Ailin Deng

28 papers A* 7A 2Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Just-In-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates.
CoRR
Yibo Li, Zijie Lin, Ailin Deng, Xuan Zhang, Yufei He, Shuo Ji, Tri Cao, Bryan Hooi
2025 J jnl
An ultra energy-saving mechanism based on beacon signals for 6G networks.
Digit. Commun. Networks
Ailin Deng, Xiaoqian Li, Gang Feng, Lu Guan
2025 J jnl
Energy-Guided Decoding for Object Hallucination Mitigation.
CoRR
Xixi Liu, Ailin Deng, Christopher Zach
2025 J jnl
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research.
CoRR
Hui Chen, Miao Xiong, Yujie Lu, Wei Han, Ailin Deng, Yufei He, Jiaying Wu, Yibo Li, Yue Liu, Bryan Hooi
2025 A* conf
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
CVPR
Ailin Deng, Tri Cao, Zhirui Chen, Bryan Hooi
2025 J jnl
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
CoRR
Ailin Deng, Tri Cao, Zhirui Chen, Bryan Hooi
2024 J jnl
Are Anomaly Scores Telling the Whole Story? A Benchmark for Multilevel Anomaly Detection.
CoRR
Tri Cao, Minh-Huy Trinh, Ailin Deng, Quoc-Nam Nguyen, Khoa Duong, Ngai-Man Cheung, Bryan Hooi
2024 — conf
Beacon Signal based Energy-saving Mechanism for 6G Networks.
ICCT
Ailin Deng, Xiaoqian Li, Gang Feng, Lu Guan
2024 A* conf
ID
NeurIPS
Jianqing Xu, Shen Li, Jiaying Wu, Miao Xiong, Ailin Deng, Jiazhen Ji, Yuge Huang, Guodong Mu, Wenjie Feng, Shouhong Ding, Bryan Hooi
2024 J jnl
ID
CoRR
Shen Li, Jianqing Xu, Jiaying Wu, Miao Xiong, Ailin Deng, Jiazhen Ji, Yuge Huang, Wenjie Feng, Shouhong Ding, Bryan Hooi
2024 J jnl
Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding.
CoRR
Ailin Deng, Zhirui Chen, Bryan Hooi
2023 A* conf
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement.
ICML
Ailin Deng, Miao Xiong, Bryan Hooi
2023 J jnl
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement.
CoRR
Ailin Deng, Miao Xiong, Bryan Hooi
2023 A* conf
Probabilistic Knowledge Distillation of Face Ensembles.
CVPR
Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi
2023 A conf
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection.
CIKM
Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi
2023 J jnl
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection.
CoRR
Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi
2023 A* conf
Proximity-Informed Calibration for Deep Neural Networks.
NeurIPS
Miao Xiong, Ailin Deng, Pang Wei W. Koh, Jiaying Wu, Shen Li, Jianqing Xu, Bryan Hooi
2023 J jnl
Proximity-Informed Calibration for Deep Neural Networks.
CoRR
Miao Xiong, Ailin Deng, Pang Wei Koh, Jiaying Wu, Shen Li, Jianqing Xu, Bryan Hooi
2023 J jnl
Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness.
CoRR
Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi
2022 J jnl
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation.
CoRR
Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi
2022 J jnl
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation.
Trans. Mach. Learn. Res.
Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi
2022 A* conf
CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias.
IJCAI
Ailin Deng, Adam Goodge, Lang Yi Ang, Bryan Hooi
2022 — conf
Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness.
ECCV (13)
Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi
2021 A* conf
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series.
AAAI
Ailin Deng, Bryan Hooi
2021 J jnl
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series.
CoRR
Ailin Deng, Bryan Hooi
2017 J jnl
3-D-MIMO With Massive Antennas Paves the Way to 5G Enhanced Mobile Broadband: From System Design to Field Trials.
IEEE J. Sel. Areas Commun.
Guangyi Liu, Xueying Hou, Jing Jin, Fei Wang, Qixing Wang, Yue Hao, Yuhong Huang, Xiaoyun Wang, Xiao Xiao, Ailin Deng
2003 — conf
An Image Retrieval Method Based on Information Filtering of User Relevance Feedback Records.
WAIM
Xiangdong Zhou, Qi Zhang, Li Liu, Ailin Deng, Liang Zhang, Baile Shi
2003 A conf
Image retrieval by fuzzy clustering of relevance feedback records.
ICME
Xiangdong Zhou, Qi Zhang, Lan Lin, Ailin Deng, Gang Wu