Xia Hu

65 papers A* 6B 2C 3Journal 46Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Benchmark and Knowledge-Grounded Framework for Advanced Multimodal Personalization Study.
CoRR
Xia Hu, Honglei Zhuang, Brian Potetz, Alireza Fathi, Bo Hu, Babak Samari, Howard Zhou
2026 J jnl
A Trajectory-Based Safety Audit of Clawdbot (OpenClaw).
CoRR
Tianyu Chen, Dongrui Liu, Xia Hu, Jingyi Yu, Wenjie Wang
2026 J jnl
Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context Inference.
CoRR
Wenxuan Xie, Yujia Wang, Xin Tan, Chaochao Lu, Xia Hu, Xuhong Wang
2026 J jnl
DeepSight: An All-in-One LM Safety Toolkit.
CoRR
Bo Zhang, Jiaxuan Guo, Lijun Li, Dongrui Liu, Sujin Chen, Guanxu Chen, Zhijie Zheng, Qihao Lin, Lewen Yan, Chen Qian, Yijin Zhou, Yuyao Wu, Shaoxiong Guo, Tianyi Du, Jingyi Yang, Xuhao Hu, Ziqi Miao, Xiaoya Lu, Jing Shao, Xia Hu
2026 J jnl
Epistemic Traps: Rational Misalignment Driven by Model Misspecification.
CoRR
Xingcheng Xu, Jingjing Qu, Qiaosheng Zhang, Chaochao Lu, Yanqing Yang, Na Zou, Xia Hu
2026 J jnl
Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report v1.5.
CoRR
Dongrui Liu, Yi Yu, Jie Zhang, Guanxu Chen, Qihao Lin, Hanxi Zhu, Lige Huang, Yijin Zhou, Peng Wang, Shuai Shao, Boxuan Zhang, Zicheng Liu, Jingwei Sun, Yu Li, Yuejin Xie, Jiaxuan Guo, Jia Xu, Chaochao Lu, Bowen Zhou, Xia Hu, Jing Shao
2026 J jnl
Interpreting Emergent Extreme Events in Multi-Agent Systems.
CoRR
Ling Tang, Jilin Mei, Dongrui Liu, Chen Qian, Dawei Cheng, Jing Shao, Xia Hu
2026 J jnl
LPS-Bench: Benchmarking Safety Awareness of Computer-Use Agents in Long-Horizon Planning under Benign and Adversarial Scenarios.
CoRR
Tianyu Chen, Chujia Hu, Ge Gao, Dongrui Liu, Xia Hu, Wenjie Wang
2026 J jnl
MASH: Evading Black-Box AI-Generated Text Detectors via Style Humanization.
CoRR
Yongtong Gu, Songze Li, Xia Hu
2026 J jnl
OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs.
CoRR
Xin Wang, Yunhao Chen, Juncheng Li, Yixu Wang, Yang Yao, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang, Xia Hu
2026 J jnl
RAPO: Risk-Aware Preference Optimization for Generalizable Safe Reasoning.
CoRR
Zeming Wei, Qiaosheng Zhang, Xia Hu, Xingcheng Xu
2026 J jnl
RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback.
CoRR
Xiaoying Zhang, Zichen Liu, Yipeng Zhang, Xia Hu, Wenqi Shao
2026 J jnl
SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond.
CoRR
Xiangyang Zhu, Yuan Tian, Qi Jia, Kaiwei Zhang, Zicheng Zhang, Chunyi Li, Kaiyuan Ji, Dongrui Liu, Zijian Chen, Lu Sun, Renrui Zhang, Yan Teng, Jing Shao, Wei Sun, Xia Hu, Yu Qiao, Guangtao Zhai
2026 J jnl
The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution.
CoRR
Chen Qian, Peng Wang, Dongrui Liu, Junyao Yang, Dadi Guo, Ling Tang, Jilin Mei, Qihan Ren, Shuai Shao, Yong Liu, Jie Fu, Jing Shao, Xia Hu
2026 J jnl
To Deceive is to Teach? Forging Perceptual Robustness via Adversarial Reinforcement Learning.
CoRR
Yicheng Bao, Xuhong Wang, Qiaosheng Zhang, Chaochao Lu, Xia Hu, Xin Tan
2026 J jnl
TrinityGuard: A Unified Framework for Safeguarding Multi-Agent Systems.
CoRR
Kai Wang, Biaojie Zeng, Zeming Wei, Chang Jin, Hefeng Zhou, Xiangtian Li, Chao Yang, Jingjing Qu, Xingcheng Xu, Xia Hu
2025 J jnl
Are Your Agents Upward Deceivers?
CoRR
Dadi Guo, Qingyu Liu, Dongrui Liu, Qihan Ren, Shuai Shao, Tianyi Qiu, Haoran Li, Yi R. Fung, Zhongjie Ba, Juntao Dai, Jiaming Ji, Zhikai Chen, Jialing Tao, Yaodong Yang, Jing Shao, Xia Hu
2025 J jnl
BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding.
CoRR
Jiayi Yuan, Cameron Shinn, Kai Xu, Jingze Cui, George Klimiashvili, Guangxuan Xiao, Perkz Zheng, Bo Li, Yuxin Zhou, Zhouhai Ye, Weijie You, Tian Zheng, Dominic Brown, Pengbo Wang, Richard Cai, Julien Demouth, John D. Owens, Xia Hu, Song Han, Timmy Liu, Huizi Mao
2025 — conf
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction.
CHIL
Leisheng Yu, Yanxiao Cai, Minxing Zhang, Xia Hu
2025 J jnl
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction.
CoRR
Leisheng Yu, Yanxiao Cai, Minxing Zhang, Xia Hu
2025 J jnl
Think-Reflect-Revise: A Policy-Guided Reflective Framework for Safety Alignment in Large Vision Language Models.
CoRR
Fenghua Weng, Chaochao Lu, Xia Hu, Wenqi Shao, Wenjie Wang
2024 A* conf
Addressing Delayed Feedback in Conversion Rate Prediction: A Domain Adaptation Approach.
ICDM
Leisheng Yu, Yanxiao Cai, Lucas Chen, Minxing Zhang, Wei-Yen Day, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
2024 J jnl
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics.
CoRR
Kai Yin, Chengkai Liu, Ali Mostafavi, Xia Hu
2024 B conf
FairLENS: Assessing Fairness in Law Enforcement Speech Recognition.
IEEE Big Data
Yicheng Wang, Mark Cusick, Mohamed Laila, Kate Puech, Zhengping Ji, Xia Hu, Michael Wilson, Noah Spitzer-Williams, Bryan Wheeler, Yasser Ibrahim
2024 J jnl
FairLENS: Assessing Fairness in Law Enforcement Speech Recognition.
CoRR
Yicheng Wang, Mark Cusick, Mohamed Laila, Kate Puech, Zhengping Ji, Xia Hu, Michael Wilson, Noah Spitzer-Williams, Bryan Wheeler, Yasser Ibrahim
2024 A* conf
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-Rank Experts.
CVPR
Jialin Wu, Xia Hu, Yaqing Wang, Bo Pang, Radu Soricut
2024 J jnl
Spurious Correlations in Machine Learning: A Survey.
CoRR
Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang
2023 J jnl
A new characterization of the product of (
J. Intell. Fuzzy Syst.
Hu Zhao, Xia Hu, Gui-Xiu Chen
2023 J jnl
AutoKeras: An AutoML Library for Deep Learning.
J. Mach. Learn. Res.
Haifeng Jin, François Chollet, Qingquan Song, Xia Hu
2023 J jnl
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts.
CoRR
Jialin Wu, Xia Hu, Yaqing Wang, Bo Pang, Radu Soricut
2023 J jnl
Towards Data-centric Graph Machine Learning: Review and Outlook.
CoRR
Xin Zheng, Yixin Liu, Zhifeng Bao, Meng Fang, Xia Hu, Alan Wee-Chung Liew, Shirui Pan
2021 J jnl
Climatic Constraints to Monthly Vegetation Dynamics in Desert Areas Over the Silk Road Economic Belt.
Remote. Sens.
Yu-Jun Ma, Fang-Zhong Shi, Xia Hu, Xiao-Yan Li
2021 J jnl
Concave (L, M)-fuzzy interior operators and (L, M)-fuzzy hull operators.
Comput. Appl. Math.
Hu Zhao, Xia Hu, Osama Rashed Sayed, E. El-Sanousy, Y. H. Ragheb Sayed
2021 J jnl
Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning.
CoRR
Kiarash Zahirnia, Ankita Sakhuja, Oliver Schulte, Parmis Nadaf, Ke Li, Xia Hu
2021 J jnl
Model Complexity of Deep Learning: A Survey.
CoRR
Xia Hu, Lingyang Chu, Jian Pei, Weiqing Liu, Jiang Bian
2021 J jnl
Model complexity of deep learning: a survey.
Knowl. Inf. Syst.
Xia Hu, Lingyang Chu, Jian Pei, Weiqing Liu, Jiang Bian
2021 — conf
The Influence of Electrode on Elastic Constant $C_{33}{}^{D}$ Extraction of Scandium-doped Aluminum Nitride Thin Film by Thickness-extensional Mode FBAR.
NEMS
Xia Hu, Ouyang Su, Lifeng Qin
2020 A* conf
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
ICDE
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei
2020 A* conf
Measuring Model Complexity of Neural Networks with Curve Activation Functions.
KDD
Xia Hu, Weiqing Liu, Jiang Bian, Jian Pei
2020 J jnl
Measuring Model Complexity of Neural Networks with Curve Activation Functions.
CoRR
Xia Hu, Weiqing Liu, Jiang Bian, Jian Pei
2020 J jnl
Threshold Vegetation Greenness under Water Balance in Different Desert Areas over the Silk Road Economic Belt.
Remote. Sens.
Yu-Jun Ma, Fang-Zhong Shi, Xia Hu, Xiao-Yan Li
2019 J jnl
Coupled Variational Recurrent Collaborative Filtering.
CoRR
Qingquan Song, Shiyu Chang, Xia Hu
2019 J jnl
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
CoRR
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei
2019 A* conf
Robust Negative Sampling for Network Embedding.
AAAI
Mohammadreza Armandpour, Patrick Ding, Jianhua Huang, Xia Hu
2019 J jnl
Techniques for Automated Machine Learning.
CoRR
Yi-Wei Chen, Qingquan Song, Xia Hu
2018 J jnl
A FOA-Optimized RBF Algorithm-Based Evaluation Research on E-commerce Websites.
Wirel. Pers. Commun.
Xinhe Zhang, Xia Hu, Chao He, Chunming Yu
2018 J jnl
Applying queueing theory to the study of emergency department operations: a survey and a discussion of comparable simulation studies.
Int. Trans. Oper. Res.
Xia Hu, Sean L. Barnes, Bruce L. Golden
2018 — conf
Discriminative Graph Autoencoder.
ICBK
Haifeng Jin, Qingquan Song, Xia Hu
2018 J jnl
Efficient Neural Architecture Search with Network Morphism.
CoRR
Haifeng Jin, Qingquan Song, Xia Hu
2018 A* conf
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
KDD
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei
2018 J jnl
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
CoRR
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei
2018 C conf
Multi-Constrained Routing Based on Particle Swarm Optimization and Fireworks Algorithm.
IECON
Youbing Hu, Kun Wang, Jinjiang Wan, Kaidong Wang, Xia Hu
2018 C conf
Multi-Constrained Routing Optimization Algorithm Based on DAG.
IECON
Xia Hu, Kaidong Wang, Jinjiang Wang, Kun Wang, Youbing Hu, Shuangqin Wang
2017 — —
Application of Mathematical and Computational Models to Mitigate the Overutilization of Healthcare Systems.
Xia Hu
2017 — conf
Deep Style Match for Complementary Recommendation.
AAAI Workshops
Kui Zhao, Xia Hu, Jiajun Bu, Can Wang
2017 J jnl
Deep Style Match for Complementary Recommendation.
CoRR
Kui Zhao, Xia Hu, Jiajun Bu, Can Wang
2017 J jnl
Effective Blog Pages Extractor for Better UGC Accessing.
CoRR
Kui Zhao, Yi Wang, Xia Hu, Can Wang
2017 J jnl
Finding map regions with high density of query keywords.
Frontiers Inf. Technol. Electron. Eng.
Zhi Yu, Can Wang, Jiajun Bu, Xia Hu, Zhe Wang, Jia-he Jin
2017 J jnl
Gamification Teaching Reform for Higher Vocational Education in China: A case study on Layout and Management of Distribution Center.
Int. J. Emerg. Technol. Learn.
Fan Wang, Yanli Wang, Xia Hu
2014 — conf
An Improved Collaborative Method for Recommendation and Rating Prediction.
ICDM Workshops
Guoyong Cai, Rui Lv, Hao Wu, Xia Hu
2010 J jnl
A method for extracting the internal structure of biomedical images based on SRG and texture gradient.
Math. Comput. Model.
Xia Hu, Limin Zheng, Hong Zhu, Ping Wu, Wenhua Ming, Zheng Song, Huiyuan Guo, Fazheng Ren
2010 C conf
Disparity Adjustment for Local Stereo Matching.
CIT
Xia Hu, Caiming Zhang, Wei Wang, Xifeng Gao
2010 B conf
Occlusion-Aided Weights for Local Stereo Matching.
AVSS
Wei Wang, Caiming Zhang, Xia Hu, Weitao Li
2010 — conf
Sampling of Mass SMS Filtering Algorithm Based on Frequent Time-domain Area.
WKDD
Xia Hu, Fu Yan
2010 — conf
Similarity-Transformation Invariant Reversible Watermarking for 3D Models.
ISCIS
Xifeng Gao, Caiming Zhang, Yan Huang, Xia Hu, Anping Zhu