Anbai Jiang（姜安柏）

Anbai Jiang（姜安柏）

Ph.D. student at Tsinghua University

Publications

First Author / Supervisor-as-the-First-Author Publications

IEEE TII

FISHER: A Foundation Model for Multimodal Industrial Signal Comprehensive Representation

Pingyi Fan, Anbai Jiang, Shuwei Zhang, Xinhu Zheng, Zhiqiang Lv, Bing Han, Wenrui Liang, Junjie Li, Wei-Qiang Zhang, Yanmin Qian, et al. (Supervisor as the First Author)

ICASSP

Adaptive Prototype Learning for Anomalous Sound Detection with Partially Known Attributes

Anbai Jiang, Xinhu Zheng, Bing Han, Yihong Qiu, Pingyi Fan, Wei-Qiang Zhang, Cheng Lu, Jia Liu

GLOBECOM

CoopASD: Cooperative Machine Anomalous Sound Detection with Privacy Concerns

Anbai Jiang, Yuchen Shi, Pingyi Fan, Wei-Qiang Zhang, Jia Liu

INTERSPEECH

AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection

Anbai Jiang, Bing Han, Zhiqiang Lv, Yufeng Deng, Wei-Qiang Zhang, Xie Chen, Yanmin Qian, Jia Liu, Pingyi Fan

ICASSP

Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-Based Approach

Anbai Jiang, Wei-Qiang Zhang, Yufeng Deng, Pingyi Fan, Jia Liu

Other Publications

ICASSP

RefGen: Reference-Guided Synthetic Data Generation for Anomalous Sound Detection

Wenrui Liang, Yihong Qiu, Anbai Jiang, Bing Han, Tianyu Liu, Xinhu Zheng, Pingyi Fan, Cheng Lu, Jia Liu, Wei-Qiang Zhang

ICASSP

Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning

Bing Han, Wen Huang, Zhengyang Chen, Anbai Jiang, Pingyi Fan, Cheng Lu, Zhiqiang Lv, Jia Liu, Wei-Qiang Zhang, Yanmin Qian

IEEE/ACM TASLP

Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection

Bing Han, Anbai Jiang, Xinhu Zheng, Wei-Qiang Zhang, Jia Liu, Pingyi Fan, Yanmin Qian

SLT

Improving Anomalous Sound Detection via Low-Rank Adaptation Fine-Tuning of Pre-Trained Audio Models

Xinhu Zheng, Anbai Jiang, Bing Han, Yanmin Qian, Pingyi Fan, Jia Liu, Wei-Qiang Zhang

ICASSP

Exploring Large-Scale Pre-Trained Models for Robust Machine Anomalous Sound Detection

Bing Han, Zhiqiang Lv, Anbai Jiang, Wen Huang, Zhengyang Chen, Yufeng Deng, Jiawei Ding, Cheng Lu, Wei-Qiang Zhang, Pingyi Fan, et al.

arXiv

Data-Efficient Acoustic Scene Classification via Ensemble Teachers Distillation and Pruning

Bing Han, Wen Huang, Zhengyang Chen, Anbai Jiang, Xie Chen, Pingyi Fan, Cheng Lu, Zhiqiang Lv, Jia Liu, Wei-Qiang Zhang, et al.

GLOBECOM

Decoupling Detectors for Scalable Anomaly Detection in AIoT Systems with Multiple Machines

Qijun Hou, Anbai Jiang, Wei-Qiang Zhang, Pingyi Fan, Jia Liu

Technical Reports

DCASE Tech. Rep.

WISTLAB System for DCASE 2026 Task 2: Fine-Grained Scoring for Noise-Aware Machine Sound Anomaly Detection

Pingyi Fan, Anbai Jiang, Shuwei Zhang, Lvxin Xu, Wenrui Liang, Tianyu Liu, Xinhu Zheng, Junjie Li, Wei-Qiang Zhang, Cheng Lu, et al.

DCASE Tech. Rep.

THUEE System for DCASE 2026 Task 2: Ensembling Multiple Anomaly Detectors for Generalized Anomalous Sound Detection

Shuwei Zhang, Wenrui Liang, Xinhu Zheng, Lvxin Xu, Anbai Jiang, Tianyu Liu, Pingyi Fan, Wei-Qiang Zhang, Yanmin Qian, Xie Chen, et al.

DCASE Tech. Rep.

SATLAB System for DCASE 2026 Task 2: Generative Data Augmentation for Machine Sound Anomaly Detection

Wenrui Liang, Tianyu Liu, Xinhu Zheng, Anbai Jiang, Shuwei Zhang, Pingyi Fan, Cheng Lu, Yanmin Qian, Xie Chen, Jia Liu, et al.

DCASE Tech. Rep.

AITHU Submission for DCASE 2026 Task 2: Robust Machine-Wise Scoring with BEATs Representations

Anbai Jiang, Xinhu Zheng, Wenrui Liang, Shuwei Zhang, Tianyu Liu, Jia Liu, Pingyi Fan, Wei-Qiang Zhang, Cheng Lu, Xie Chen, et al.

DCASE Tech. Rep.

SJTU-AITHU System for DCASE 2025 Anomalous Sound Detection Challenge

Xinhu Zheng, Anbai Jiang, Bing Han, Shuwei Zhang, Wei-Qiang Zhang, Xie Chen, Cheng Lu, Pingyi Fan, Jia Liu, Yanmin Qian

DCASE Tech. Rep.

THUEE System for First-Shot Unsupervised Anomalous Sound Detection

Anbai Jiang, Xinhu Zheng, Yihong Qiu, Weijia Zhang, Boyuan Chen, Pingyi Fan, Wei-Qiang Zhang, Cheng Lu, Jia Liu

DCASE Tech. Rep.

SJTU-THU Automated Audio Captioning System for DCASE 2024

Wenxi Chen, Xiquan Li, Ziyang Ma, Yuzhe Liang, Anbai Jiang, Z. Zheng, Yanmin Qian, Pingyi Fan, Wei-Qiang Zhang, Cheng Lu, et al.

ICMEW Tech. Rep.

Semi-Supervised Acoustic Scene Classification with Test-Time Adaptation

Wen Huang, Anbai Jiang, Bing Han, Xinhu Zheng, Yihong Qiu, Wenxi Chen, Yuzhe Liang, Pingyi Fan, Wei-Qiang Zhang, Cheng Lu, et al.

ICMEW Tech. Rep.

Improving Acoustic Scene Classification via Self-Supervised and Semi-Supervised Learning with Efficient Audio Transformer

Yuzhe Liang, Wenxi Chen, Anbai Jiang, Yihong Qiu, Xinhu Zheng, Wen Huang, Bing Han, Yanmin Qian, Pingyi Fan, Wei-Qiang Zhang, et al.

DCASE Tech. Rep.

THUEE System for First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring

Anbai Jiang, Qijun Hou, Jia Liu, Pingyi Fan, Jitao Ma, Cheng Lu, Yuanzhi Zhai, Yufeng Deng, Wei-Qiang Zhang

DCASE Tech. Rep.

Ensemble of Multiple Anomalous Sound Detectors

Yufeng Deng, Anbai Jiang, Yuchen Duan, Jitao Ma, Xuchu Chen, Jia Liu, Pingyi Fan, Cheng Lu, Wei-Qiang Zhang

DCASE Tech. Rep.

AITHU System for Unsupervised Anomalous Detection of Machine Working Status via Sounding

Jia Liu, Yufeng Deng, Anbai Jiang, Yuchen Duan, Jitao Ma, Xuchu Chen, Pingyi Fan, Cheng Lu, Wei-Qiang Zhang, Tsinghua AI Plus