| 2025 | ACL | Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results. | Andrea Santilli, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas, Miao Xiong, Luca Zappella, Sinead Williamson |
| 2025 | ICLR | Do LLMs estimate uncertainty well in instruction-following? | Juyeon Heo, Miao Xiong, Christina Heinze-Deml, Jaya Narain |
| 2025 | ICML | Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. | Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He |
| 2025 | ICML | FlipAttack: Jailbreak LLMs via Flipping. | Yue Liu, Xiaoxin He, Miao Xiong, Jinlan Fu, Shumin Deng, Yingwei Ma, Jiaheng Zhang, Bryan Hooi |
| 2024 | ICLR | Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs. | Miao Xiong, Zhiyuan Hu, Xinyang Lu, Yifei Li, Jie Fu, Junxian He, Bryan Hooi |
| 2024 | ICML | In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. | Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He |
| 2023 | CIKM | Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection. | Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi |
| 2023 | CVPR | Probabilistic Knowledge Distillation of Face Ensembles. | Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi |
| 2023 | ICML | Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement. | Ailin Deng, Miao Xiong, Bryan Hooi |
| 2023 | ICML | GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning Benchmarks. | Yuwen Li, Miao Xiong, Bryan Hooi |
| 2022 | ECCV | Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness. | Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi |
| 2013 | WCNC | A clustering-based context-aware mechanism for IEEE 802.21 Media Independent Handover. | Miao Xiong, Jiannong Cao |
| 2012 | AINA | SHAWK: Platform for Secure Integration of Heterogeneous Advanced Wireless Networks. | Jiannong Cao, Chisheng Zhang, Jun Zhang, Yueming Deng, Xin Xiao, Miao Xiong, Jie Zhou, Yang Zou, Gang Yao, Wei Feng, Liang Yang, Yao Yu |
| 2011 | ICCCN | Context-Aware Mechanism for IEEE 802.21 Media Independent Handover. | Miao Xiong, Jiannong Cao, Jun Zhang |
| 2008 | ACL | A Probabilistic Model for Fine-Grained Expert Search. | Shenghua Bao, Huizhong Duan, Qi Zhou, Miao Xiong, Yunbo Cao, Yong Yu |
| 2006 | APWEB | Mining Query Log to Assist Ontology Learning from Relational Database. | Jie Zhang, Miao Xiong, Yong Yu |