Xiren Zhou

49 papers A* 11A 1Misc 2Journal 32Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Counterfactual-Driven Zero-Shot Classifier Expansion.
AAAI
Xiangyu Wang, Yanze Gao, Changxin Rong, Lyuzhou Chen, Derui Lyu, Xiren Zhou, Taiyu Ban, Huanhuan Chen
2026 A* conf
Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space.
AAAI
Xiren Zhou, Chuyang Wei, Ao Chen, Shikang Liu, Xiangyu Wang, Huanhuan Chen
2026 A* conf
SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification.
AAAI
Shikang Liu, Ziyu Tang, Xiren Zhou, Huanhuan Chen
2025 J jnl
Anomaly Detection in Multi-Level Model Space.
IEEE Trans. Big Data
Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen
2025 A* conf
Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space.
AAAI
Ao Chen, Xiren Zhou, Huanhuan Chen
2025 A* conf
Expanding the Category of Classifiers with LLM Supervision.
IJCAI
Derui Lyu, Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xiren Zhou, Huanhuan Chen
2025 A* conf
Fault Diagnosis in REDNet Model Space.
IJCAI
Xiren Zhou, Ziyu Tang, Shikang Liu, Ao Chen, Xiangyu Wang, Huanhuan Chen
2025 Misc conf
Inside and Inside: Efficient Anomaly Detection by Fully Capturing the Detailed Dynamics.
ICASSP
Ziyu Tang, Xiren Zhou, Ao Chen, Shikang Liu, Chuyang Wei, Huanhuan Chen
2025 J jnl
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification.
IEEE Trans. Multim.
Liangwei Chen, Xiren Zhou, Qiuju Chen, Fang Xiong, Huanhuan Chen
2025 Misc conf
Learning in the Model Space: Fault Diagnosis by Co-objective Learning in DynInt Model Space.
ICASSP
Ziyu Tang, Xiren Zhou, Shikang Liu, Chuyang Wei, Ao Chen, Huanhuan Chen
2025 J jnl
Multiscale Temporal Dynamic Learning for Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Shikang Liu, Xiren Zhou, Huanhuan Chen
2025 J jnl
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.
CoRR
Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Jun-Kun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina Lee, Jinyu Li, Yunsheng Li, Chen Liang, Xihui Lin, Zeqi Lin, Mengchen Liu, Yang Liu, Gilsinia Lopez, Chong Luo, Piyush Madan, Vadim Mazalov, Arindam Mitra, Ali Mousavi, Anh Nguyen, Jing Pan, Daniel Perez-Becker, Jacob Platin, Thomas Portet, Kai Qiu, Bo Ren, Liliang Ren, Sambuddha Roy, Ning Shang, Yelong Shen, Saksham Singhal, Subhojit Som, Xia Song, Tetyana Sych, Praneetha Vaddamanu, Shuohang Wang, Yiming Wang, Zhenghao Wang, Haibin Wu, Haoran Xu, Weijian Xu, Yifan Yang, Ziyi Yang, Donghan Yu, Ishmam Zabir, Jianwen Zhang, Li Lyna Zhang, Yunan Zhang, Xiren Zhou
2025 J jnl
Reservoir-enhanced Segment Anything Model for Subsurface Diagnosis.
CoRR
Xiren Zhou, Shikang Liu, Xinyu Yan, Yizhan Fan, Xiangyu Wang, Yu Kang, Jiancheng Lv, Huanhuan Chen
2025 A* conf
Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification.
ICML
Shikang Liu, Chuyang Wei, Xiren Zhou, Huanhuan Chen
2025 A* conf
Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space.
IJCAI
Xiren Zhou, Shikang Liu, Xinyu Yan, Xiangyu Wang, Huanhuan Chen
2025 A* conf
Variational Counterfactual Intervention Planning to Achieve Target Outcomes.
ICML
Xin Wang, Shengfei Lyu, Chi Luo, Xiren Zhou, Huanhuan Chen
2024 A* conf
Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification.
AAAI
Liangwei Chen, Xiren Zhou, Huanhuan Chen
2024 J jnl
Enhanced Anomaly Detection in GPR Data by Combining Spatial and Dynamic Information.
IEEE Trans. Geosci. Remote. Sens.
Chuyang Wei, Xiren Zhou, Shikang Liu, Huanhuan Chen
2024 J jnl
Enhanced Change Detection in Unregistered Images With CNNs and Attention GANs.
IEEE Geosci. Remote. Sens. Lett.
Jinpeng Du, Xiren Zhou, Huanhuan Chen
2024 A conf
Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features.
INTERSPEECH
Liangwei Chen, Xiren Zhou, Qiang Tu, Huanhuan Chen
2024 J jnl
From Data to D3 Model: Adaptive Subsurface Anomaly Detection in GPR Data.
IEEE Trans. Geosci. Remote. Sens.
Shikang Liu, Xiren Zhou, Huanhuan Chen
2024 A* conf
Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data.
IJCAI
Xiren Zhou, Shikang Liu, Ao Chen, Huanhuan Chen
2024 J jnl
Leveraging Multisource Label Learning for Underground Object Recognition.
IEEE Trans. Geosci. Remote. Sens.
Derui Lyu, Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Qinrui Zhu, Xiren Zhou, Huanhuan Chen
2024 J jnl
MTMT: Consolidating Multiple Thinking Modes to Form a Thought Tree for Strengthening LLM.
CoRR
Changcheng Li, Xiangyu Wang, Qiuju Chen, Xiren Zhou, Huanhuan Chen
2024 J jnl
Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency.
IEEE Trans. Emerg. Top. Comput. Intell.
Shengfei Lyu, Xiren Zhou, Xingyu Wu, Qiuju Chen, Huanhuan Chen
2024 J jnl
Semi-Supervised Multiview Feature Selection With Adaptive Graph Learning.
IEEE Trans. Neural Networks Learn. Syst.
Bingbing Jiang, Xingyu Wu, Xiren Zhou, Yi Liu, Anthony G. Cohn, Weiguo Sheng, Huanhuan Chen
2024 J jnl
Underground Diagnosis Based on GPR and Learning in the Model Space.
IEEE Trans. Pattern Anal. Mach. Intell.
Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen
2023 J jnl
Accurate Label Refinement From Multiannotator of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yifeng Guan, Xingyu Wu, Xiren Zhou, Huanhuan Chen
2023 J jnl
Graph Neural Networks for Missing Value Classification in a Task-Driven Metric Space.
IEEE Trans. Knowl. Data Eng.
Buliao Huang, Yunhui Zhu, Muhammad Usman, Xiren Zhou, Huanhuan Chen
2023 J jnl
Underground Anomaly Detection in GPR Data by Learning in the C3 Model Space.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Shikang Liu, Ao Chen, Qiuju Chen, Fang Xiong, Yumin Wang, Huanhuan Chen
2023 J jnl
Underground Pipeline Mapping From Multipositional Data: Data Acquisition Platform and Pipeline Mapping Model.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Ao Chen, Muhammad Usman, Qiuju Chen, Fang Xiong, Jibing Wu, Huanhuan Chen
2022 J jnl
An Underground Pipeline Mapping Method Based on Fusion of Multisource Data.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Qiuju Chen, Bingbing Jiang, Huanhuan Chen
2022 — conf
Conditional Inpainting Generative Flow.
SSCI
Buliao Huang, Yunhui Zhu, Xiren Zhou, Huanhuan Chen
2022 J jnl
Ellipse Inversion Model for Estimating the Orientation and Radius of Pipes From GPR Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model.
CoRR
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Improving the Anomaly Detection in GPR Images by Fine-Tuning CNNs with Synthetic Data.
CoRR
Xiren Zhou, Shikang Liu, Ao Chen, Yizhan Fan, Huanhuan Chen
2022 — conf
Level-wise Dynamic Label Assignment for Oriented Object Detection.
SSCI
Yunhui Zhu, Buliao Huang, Xiren Zhou, Huanhuan Chen
2022 J jnl
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression.
CoRR
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Underground Diagnosis Based on GPR and Learning in the Model Space.
CoRR
Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen
2021 J jnl
Towards robust and domain agnostic reinforcement learning competitions.
CoRR
William Hebgen Guss, Stephanie Milani, Nicholay Topin, Brandon Houghton, Sharada P. Mohanty, Andrew Melnik, Augustin Harter, Benoit Buschmaas, Bjarne Jaster, Christoph Berganski, Dennis Heitkamp, Marko Henning, Helge J. Ritter, Chengjie Wu, Xiaotian Hao, Yiming Lu, Hangyu Mao, Yihuan Mao, Chao Wang, Michal Opanowicz, Anssi Kanervisto, Yanick Schraner, Christian Scheller, Xiren Zhou, Lu Liu, Daichi Nishio, Toi Tsuneda, Karolis Ramanauskas, Gabija Juceviciute
2021 J jnl
Unsupervised Change Detection in Satellite Images With Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens.
Caijun Ren, Xiangyu Wang, Jian Gao, Xiren Zhou, Huanhuan Chen
2020 J jnl
Rethink AI-based Power Grid Control: Diving Into Algorithm Design.
CoRR
Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi
2020 — conf
Towards robust and domain agnostic reinforcement learning competitions: MineRL 2020.
NeurIPS (Competition and Demos)
William Hebgen Guss, Stephanie Milani, Nicholay Topin, Brandon Houghton, Sharada P. Mohanty, Andrew Melnik, Augustin Harter, Benoit Buschmaas, Bjarne Jaster, Christoph Berganski, Dennis Heitkamp, Marko Henning, Helge J. Ritter, Chengjie Wu, Xiaotian Hao, Yiming Lu, Hangyu Mao, Yihuan Mao, Chao Wang, Michal Opanowicz, Anssi Kanervisto, Yanick Schraner, Christian Scheller, Xiren Zhou, Lu Liu, Daichi Nishio, Toi Tsuneda, Karolis Ramanauskas, Gabija Juceviciute
2020 J jnl
Underground Pipeline Mapping Based on Dirichlet Process Mixture Model.
IEEE Access
Qingyuan Wu, Xiren Zhou, Huanhuan Chen
2019 J jnl
A Cable-Mapping Algorithm Based on Ground-Penetrating Radar.
IEEE Geosci. Remote. Sens. Lett.
Guiping Jiang, Xiren Zhou, Jinlong Li, Huanhuan Chen
2019 J jnl
Efficient Detection of Buried Plastic Pipes by Combining GPR and Electric Field Methods.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Huanhuan Chen, Tong Hao
2019 J jnl
Probabilistic Mixture Model for Mapping the Underground Pipes.
ACM Trans. Knowl. Discov. Data
Xiren Zhou, Huanhuan Chen, Jinlong Li
2018 J jnl
An Automatic GPR B-Scan Image Interpreting Model.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Huanhuan Chen, Jinlong Li