Xuefeng Du

79 papers A* 17A 3B 4Journal 47Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A framework for VLM-knowledge graph integration in complex long-horizon tasks.
Knowl. Based Syst.
Li Yin, Yanqi Cheng, Xuefeng Du, Ning Tong, Fengqiang Xu, Fengqi Li
2026 J jnl
CISF: Consensus-based Information Sharing Framework for robust consistency in UAVs swarm disaster response.
Comput. Commun.
Xuefeng Du, Yanqi Cheng, Li Yin, Ning Tong, Fengqiang Xu, Fengqi Li
2026 J jnl
ESAChain: A Blockchain-Based Efficient Service Authentication Framework for Secure Metaverse Service Interactions.
IEEE Trans. Serv. Comput.
Fengqi Li, Ruizhi Sun, Meng Ren, Xuefeng Du, Ning Tong
2026 J jnl
Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping.
CoRR
Jianxiong Zhang, Bing Guo, Yuming Jiang, Haobo Wang, Bo An, Xuefeng Du
2026 A* conf
Teach AI What It Doesn't Know.
AAAI
Xuefeng Du
2026 J jnl
Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents.
CoRR
Changdae Oh, Seongheon Park, To Eun Kim, Jiatong Li, Wendi Li, Samuel Yeh, Xuefeng Du, Hamed Hassani, Paul Bogdan, Dawn Song, Sharon Li
2026 J jnl
Unlocking the Pre-Trained Model as a Dual-Alignment Calibrator for Post-Trained LLMs.
CoRR
Beier Luo, Cheng Wang, Hongxin Wei, Sharon Li, Xuefeng Du
2026 J jnl
VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation.
CoRR
Seongheon Park, Changdae Oh, Hyeong Kyu Choi, Xuefeng Du, Sharon Li
2025 B conf
Distributed Drones Marine Emergency Search And Rescue Framework based on Probability Prediction Deep Reinforcement Learning.
IJCNN
Fengqi Li, Yan Dong, Xuefeng Du, Jiayu Jin, Ning Tong, Fengqiang Xu, Deguang Wang
2025 J jnl
Foundations of Unknown-aware Machine Learning.
CoRR
Xuefeng Du
2025 J jnl
How to Steer LLM Latents for Hallucination Detection?
CoRR
Seongheon Park, Xuefeng Du, Min-Hsuan Yeh, Haobo Wang, Yixuan Li
2025 — conf
IDSF : A Cross-Domain Data Trustworthy Sharing Framework for Large-Scale IIoT with Integrated DID and Enhanced PBFT Algorithm.
ICA3PP (4)
Meng Ren, Ruizhi Sun, Xuefeng Du, Yingjie Zhao, Fengqi Li
2025 J jnl
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis.
CoRR
Leitian Tao, Xuefeng Du, Yixuan Li
2025 J jnl
Out-of-Distribution Learning with Human Feedback.
Trans. Mach. Learn. Res.
Haoyue Bai, Xuefeng Du, Katie Rainey, Shibin Parameswaran, Yixuan Li
2025 — conf
Position: Challenges and Future Directions of Data-Centric AI Alignment.
ICML (Position Papers)
Min-Hsuan Yeh, Jeffrey Wang, Xuefeng Du, Seongheon Park, Leitian Tao, Shawn Im, Yixuan Li
2025 J jnl
Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction.
IEEE Trans. Image Process.
Huikai Shao, Siyu Shi, Xuefeng Du, Dan Zeng, Dexing Zhong
2025 A* conf
Steer LLM Latents for Hallucination Detection.
ICML
Seongheon Park, Xuefeng Du, Min-Hsuan Yeh, Haobo Wang, Yixuan Li
2025 A* conf
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach.
ICML
Changdae Oh, Zhen Fang, Shawn Im, Xuefeng Du, Yixuan Li
2025 J jnl
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach.
CoRR
Changdae Oh, Zhen Fang, Shawn Im, Xuefeng Du, Yixuan Li
2024 A* conf
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection.
NeurIPS
Xuefeng Du, Chaowei Xiao, Sharon Li
2024 J jnl
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection.
CoRR
Xuefeng Du, Chaowei Xiao, Yixuan Li
2024 A* conf
How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
ICLR
Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li
2024 J jnl
How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
CoRR
Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li
2024 J jnl
How Reliable Is Human Feedback For Aligning Large Language Models?
CoRR
Min-Hsuan Yeh, Leitian Tao, Jeffrey Wang, Xuefeng Du, Yixuan Li
2024 J jnl
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection.
J. Data-centric Mach. Learn. Res.
Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2024 J jnl
Out-of-Distribution Learning with Human Feedback.
CoRR
Haoyue Bai, Xuefeng Du, Katie Rainey, Shibin Parameswaran, Yixuan Li
2024 J jnl
Safety-Aware Fine-Tuning of Large Language Models.
CoRR
Hyeong Kyu Choi, Xuefeng Du, Yixuan Li
2024 J jnl
The Ghanaian NLP Landscape: A First Look.
CoRR
Sheriff Issaka, Zhaoyi Zhang, Mihir Heda, Keyi Wang, Yinka Ajibola, Ryan DeMar, Xuefeng Du
2024 J jnl
VLMGuard: Defending VLMs against Malicious Prompts via Unlabeled Data.
CoRR
Xuefeng Du, Reshmi Ghosh, Robert Sim, Ahmed Salem, Vitor Carvalho, Emily Lawton, Yixuan Li, Jack W. Stokes
2024 A* conf
When and How Does In-Distribution Label Help Out-of-Distribution Detection?
ICML
Xuefeng Du, Yiyou Sun, Yixuan Li
2024 J jnl
When and How Does In-Distribution Label Help Out-of-Distribution Detection?
CoRR
Xuefeng Du, Yiyou Sun, Yixuan Li
2023 J jnl
BLMA: Editable Blockchain-Based Lightweight Massive IIoT Device Authentication Protocol.
IEEE Internet Things J.
Fengqi Li, Hui Xu, Qingqing Song, Lupeng Zhang, Xuefeng Du, Ning Tong, Deguang Wang
2023 A* conf
Dream the Impossible: Outlier Imagination with Diffusion Models.
NeurIPS
Xuefeng Du, Yiyou Sun, Jerry Zhu, Yixuan Li
2023 J jnl
Dream the Impossible: Outlier Imagination with Diffusion Models.
CoRR
Xuefeng Du, Yiyou Sun, Xiaojin Zhu, Yixuan Li
2023 A* conf
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection.
ICML
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D. Nowak, Yixuan Li
2023 J jnl
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection.
CoRR
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D. Nowak, Yixuan Li
2023 J jnl
Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions.
Trans. Mach. Learn. Res.
Xuefeng Du, Tian Bian, Yu Rong, Bo Han, Tongliang Liu, Tingyang Xu, Wenbing Huang, Yixuan Li, Junzhou Huang
2023 J jnl
Non-Parametric Outlier Synthesis.
CoRR
Leitian Tao, Xuefeng Du, Xiaojin Zhu, Yixuan Li
2023 A* conf
Non-parametric Outlier Synthesis.
ICLR
Leitian Tao, Xuefeng Du, Jerry Zhu, Yixuan Li
2023 J jnl
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection.
CoRR
Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2022 A* conf
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection.
NeurIPS
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
2022 J jnl
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection.
CoRR
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
2022 A* conf
Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search.
CVPR
Pengtao Xie, Xuefeng Du
2022 A* conf
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects.
NeurIPS
Xuefeng Du, Gabriel Gozum, Yifei Ming, Yixuan Li
2022 A* conf
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild.
CVPR
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
2022 J jnl
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild.
CoRR
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
2022 A* conf
VOS: Learning What You Don't Know by Virtual Outlier Synthesis.
ICLR
Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li
2022 J jnl
VOS: Learning What You Don't Know by Virtual Outlier Synthesis.
CoRR
Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li
2021 J jnl
A deep biometric hash learning framework for three advanced hand-based biometrics.
IET Biom.
Huikai Shao, Dexing Zhong, Xuefeng Du
2021 J jnl
Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography.
CoRR
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric Poe Xing, Min Xu
2021 J jnl
Active learning to classify macromolecular structures in situ for less supervision in cryo-electron tomography.
Bioinform.
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric P. Xing, Min Xu
2021 J jnl
Cross-Domain Palmprint Recognition via Regularized Adversarial Domain Adaptive Hashing.
IEEE Trans. Circuits Syst. Video Technol.
Xuefeng Du, Dexing Zhong, Huikai Shao
2021 J jnl
Deep Distillation Hashing for Unconstrained Palmprint Recognition.
IEEE Trans. Instrum. Meas.
Huikai Shao, Dexing Zhong, Xuefeng Du
2021 J jnl
Few-Shot Learning for Palmprint Recognition via Meta-Siamese Network.
IEEE Trans. Instrum. Meas.
Huikai Shao, Dexing Zhong, Xuefeng Du, Shaoyi Du, Raymond N. J. Veldhuis
2021 A* conf
How to Save your Annotation Cost for Panoptic Segmentation?
AAAI
Xuefeng Du, Chenhan Jiang, Hang Xu, Gengwei Zhang, Zhenguo Li
2021 A* conf
Learning Diverse-Structured Networks for Adversarial Robustness.
ICML
Xuefeng Du, Jingfeng Zhang, Bo Han, Tongliang Liu, Yu Rong, Gang Niu, Junzhou Huang, Masashi Sugiyama
2021 J jnl
Learning Diverse-Structured Networks for Adversarial Robustness.
CoRR
Xuefeng Du, Jingfeng Zhang, Bo Han, Tongliang Liu, Yu Rong, Gang Niu, Junzhou Huang, Masashi Sugiyama
2021 J jnl
PI-GNN: A Novel Perspective on Semi-Supervised Node Classification against Noisy Labels.
CoRR
Xuefeng Du, Tian Bian, Yu Rong, Bo Han, Tongliang Liu, Tingyang Xu, Wenbing Huang, Junzhou Huang
2020 J jnl
Effective deep ensemble hashing for open-set palmprint recognition.
J. Electronic Imaging
Huikai Shao, Dexing Zhong, Xuefeng Du
2020 J jnl
Learning by Passing Tests, with Application to Neural Architecture Search.
CoRR
Xuefeng Du, Pengtao Xie
2020 A* conf
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding.
NeurIPS
Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan
2020 J jnl
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding.
CoRR
Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan
2020 J jnl
Skillearn: Machine Learning Inspired by Humans' Learning Skills.
CoRR
Pengtao Xie, Xuefeng Du, Hao Ban
2020 J jnl
Small-Group Learning, with Application to Neural Architecture Search.
CoRR
Xuefeng Du, Pengtao Xie
2020 J jnl
Towards Efficient Unconstrained Palmprint Recognition via Deep Distillation Hashing.
CoRR
Huikai Shao, Dexing Zhong, Xuefeng Du
2019 J jnl
A Hand-Based Multi-Biometrics via Deep Hashing Network and Biometric Graph Matching.
IEEE Trans. Inf. Forensics Secur.
Dexing Zhong, Huikai Shao, Xuefeng Du
2019 B conf
Building an Active Palmprint Recognition System.
ICIP
Xuefeng Du, Dexing Zhong, Huikai Shao
2019 — conf
Classification in Cryo-Electron Tomograms.
3DOR@Eurographics
Ilja Gubins, Gijs van der Schot, Remco C. Veltkamp, Friedrich Förster, Xuefeng Du, Xiangrui Zeng, Zhenxi Zhu, Lufan Chang, Min Xu, Emmanuel Moebel, Antonio Martínez-Sánchez, Charles Kervrann, Tuan Manh Lai, Xusi Han, Genki Terashi, Daisuke Kihara, Benjamin A. Himes, Xiaohua Wan, Jingrong Zhang, Shan Gao, Yu Hao, Zhilong Lv, Xiaohua Wan, Zhidong Yang, Zijun Ding, Xuefeng Cui, Fa Zhang
2019 B conf
Continual Palmprint Recognition Without Forgetting.
ICIP
Xuefeng Du, Dexing Zhong, Huikai Shao
2019 B conf
Cross-Domain Palmprint Recognition Based on Transfer Convolutional Autoencoder.
ICIP
Huikai Shao, Dexing Zhong, Xuefeng Du
2019 J jnl
Decade progress of palmprint recognition: A brief survey.
Neurocomputing
Dexing Zhong, Xuefeng Du, Kuncai Zhong
2019 — conf
Efficient Deep Palmprint Recognition via Distilled Hashing Coding.
CVPR Workshops
Huikai Shao, Dexing Zhong, Xuefeng Du
2019 A conf
Low-Shot Palmprint Recognition Based on Meta-Siamese Network.
ICME
Xuefeng Du, Dexing Zhong, Pengna Li
2019 A conf
Open-set Recognition of Unseen Macromolecules in Cellular Electron Cryo-Tomograms by Soft Large Margin Centralized Cosine Loss.
BMVC
Xuefeng Du, Xiangrui Zeng, Bo Zhou, Alex Singh, Min Xu
2019 A conf
Semi-supervised Macromolecule Structural Classification in Cellular Electron Cryo-Tomograms using 3D Autoencoding Classifier.
BMVC
Siyuan Liu, Xuefeng Du, Rong Xi, Fuya Xu, Xiangrui Zeng, Bo Zhou, Min Xu
2018 — conf
Palm Vein Recognition with Deep Hashing Network.
PRCV (1)
Dexing Zhong, Shuming Liu, Wenting Wang, Xuefeng Du
2018 — conf
Palmprint Recognition Using Siamese Network.
CCBR
Dexing Zhong, Yuan Yang, Xuefeng Du
2014 — conf
Tracking and Analysis of Hot Words and Posts for University Campus.
ISCTCS
Xuefeng Du, Xiaodong Yan
2006 — conf
DDGrid: Harness the Full Power of Supercomputing Systems.
GCC Workshops
Wenju Zhang, Xuefeng Du, Fanyuan Ma, Jun Zhang, Jianhua Shen