An Automatic GPR B-Scan Image Interpreting Model. - Xiren Zhou; Huanhuan Chen; Jinlong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

A Cable-Mapping Algorithm Based on Ground-Penetrating Radar. - Guiping Jiang; Xiren Zhou; Jinlong Li 001; Huanhuan Chen (IEEE Geosci. Remote. Sens. Lett., 2019)

Efficient Detection of Buried Plastic Pipes by Combining GPR and Electric Field Methods. - Xiren Zhou; Huanhuan Chen; Tong Hao (IEEE Trans. Geosci. Remote. Sens., 2019)

Probabilistic Mixture Model for Mapping the Underground Pipes. - Xiren Zhou; Huanhuan Chen; Jinlong Li 001 (ACM Trans. Knowl. Discov. Data, 2019)

Towards robust and domain agnostic reinforcement learning competitions: MineRL 2020. - 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; et al. (NeurIPS (Competition and Demos), 2020)

Underground Pipeline Mapping Based on Dirichlet Process Mixture Model. - Qingyuan Wu; Xiren Zhou; Huanhuan Chen (IEEE Access, 2020)

Rethink AI-based Power Grid Control: Diving Into Algorithm Design. - Xiren Zhou; Siqi Wang; Ruisheng Diao; Desong Bian; Jiahui Duan; Di Shi (CoRR, 2020)

Towards robust and domain agnostic reinforcement learning competitions. - 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; et al. (CoRR, 2021)

Unsupervised Change Detection in Satellite Images With Generative Adversarial Network. - Caijun Ren; Xiangyu Wang 016; Jian Gao; Xiren Zhou; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Conditional Inpainting Generative Flow. - Buliao Huang; Yunhui Zhu; Xiren Zhou; Huanhuan Chen (SSCI, 2022)

Level-wise Dynamic Label Assignment for Oriented Object Detection. - Yunhui Zhu; Buliao Huang; Xiren Zhou; Huanhuan Chen (SSCI, 2022)

Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model. - Xiren Zhou; Qiuju Chen; Shengfei Lyu; Huanhuan Chen (CoRR, 2022)

Improving the Anomaly Detection in GPR Images by Fine-Tuning CNNs with Synthetic Data. - Xiren Zhou; Shikang Liu; Ao Chen 002; Yizhan Fan; Huanhuan Chen (CoRR, 2022)

Ellipse Inversion Model for Estimating the Orientation and Radius of Pipes From GPR Image. - Xiren Zhou; Qiuju Chen; Shengfei Lyu; Huanhuan Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

An Underground Pipeline Mapping Method Based on Fusion of Multisource Data. - Xiren Zhou; Qiuju Chen; Bingbing Jiang 001; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression. - Xiren Zhou; Qiuju Chen; Shengfei Lyu; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Accurate Label Refinement From Multiannotator of Remote Sensing Data. - Xiangyu Wang 016; Lyuzhou Chen; Taiyu Ban; Derui Lyu; Yifeng Guan; Xingyu Wu; Xiren Zhou; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2023)

Underground Pipeline Mapping From Multipositional Data: Data Acquisition Platform and Pipeline Mapping Model. - Xiren Zhou; Ao Chen 002; Muhammad Usman; Qiuju Chen; Fang Xiong; Jibing Wu; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2023)

Underground Anomaly Detection in GPR Data by Learning in the C3 Model Space. - Xiren Zhou; Shikang Liu; Ao Chen 002; Qiuju Chen; Fang Xiong; Yumin Wang; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2023)

Graph Neural Networks for Missing Value Classification in a Task-Driven Metric Space. - Buliao Huang; Yunhui Zhu; Muhammad Usman; Xiren Zhou; Huanhuan Chen (IEEE Trans. Knowl. Data Eng., 2023)

Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification. - Liangwei Chen; Xiren Zhou; Huanhuan Chen (AAAI, 2024)

Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data. - Xiren Zhou; Shikang Liu; Ao Chen 002; Huanhuan Chen (IJCAI, 2024)

Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features. - Liangwei Chen; Xiren Zhou; Qiang Tu; Huanhuan Chen (INTERSPEECH, 2024)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)

MTMT: Consolidating Multiple Thinking Modes to Form a Thought Tree for Strengthening LLM. - Changcheng Li; Xiangyu Wang 016; Qiuju Chen; Xiren Zhou; Huanhuan Chen (CoRR, 2024)

Enhanced Change Detection in Unregistered Images With CNNs and Attention GANs. - Jinpeng Du; Xiren Zhou; Huanhuan Chen (IEEE Geosci. Remote. Sens. Lett., 2024)

From Data to D3 Model: Adaptive Subsurface Anomaly Detection in GPR Data. - Shikang Liu; Xiren Zhou; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Leveraging Multisource Label Learning for Underground Object Recognition. - Derui Lyu; Lyuzhou Chen; Taiyu Ban; Xiangyu Wang 016; Qinrui Zhu; Xiren Zhou; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Enhanced Anomaly Detection in GPR Data by Combining Spatial and Dynamic Information. - Chuyang Wei; Xiren Zhou; Shikang Liu; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Semi-Supervised Multiview Feature Selection With Adaptive Graph Learning. - Bingbing Jiang 001; Xingyu Wu; Xiren Zhou; Yi Liu 037; Anthony G. Cohn 001; Weiguo Sheng 001; Huanhuan Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency. - Shengfei Lyu; Xiren Zhou; Xingyu Wu; Qiuju Chen; Huanhuan Chen (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Underground Diagnosis Based on GPR and Learning in the Model Space. - Ao Chen 002; Xiren Zhou; Yizhan Fan; Huanhuan Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space. - Ao Chen 002; Xiren Zhou; Huanhuan Chen (AAAI, 2025)

Inside and Inside: Efficient Anomaly Detection by Fully Capturing the Detailed Dynamics. - Ziyu Tang; Xiren Zhou; Ao Chen 002; Shikang Liu; Chuyang Wei; Huanhuan Chen (ICASSP, 2025)

Learning in the Model Space: Fault Diagnosis by Co-objective Learning in DynInt Model Space. - Ziyu Tang; Xiren Zhou; Shikang Liu; Chuyang Wei; Ao Chen 002; Huanhuan Chen (ICASSP, 2025)

Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification. - Liangwei Chen; Xiren Zhou; Qiuju Chen; Fang Xiong; Huanhuan Chen (IEEE Trans. Multim., 2025)

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. - Abdelrahman Abouelenin; Atabak Ashfaq; Adam Atkinson; Hany Awadalla; Nguyen Bach; Jianmin Bao; Alon Benhaim; Martin Cai; Vishrav Chaudhary; Congcong Chen; Dong Chen 003; Dongdong Chen 001; et al. (CoRR, 2025)

Reservoir-enhanced Segment Anything Model for Subsurface Diagnosis. - Xiren Zhou; Shikang Liu; Xinyu Yan; Yizhan Fan; Xiangyu Wang 016; Yu Kang; Jiancheng Lv 001; Huanhuan Chen (CoRR, 2025)

Multiscale Temporal Dynamic Learning for Time Series Classification. - Shikang Liu; Xiren Zhou; Huanhuan Chen (IEEE Trans. Knowl. Data Eng., 2025)

Anomaly Detection in Multi-Level Model Space. - Ao Chen 002; Xiren Zhou; Yizhan Fan; Huanhuan Chen (IEEE Trans. Big Data, 2025)