Jingyi Liao

According to our database, Jingyi Liao authored at least 25 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization.

Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Dacheng Tao, Xun Xu, Xulei Yang

CoRR, August, 2025

SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding.

Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao

CoRR, June, 2025

SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation.

Adam Goodge, Xun Xu, Bryan Hooi, Wee Siong Ng, Jingyi Liao, Yongyi Su, Xulei Yang

CoRR, June, 2025

MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval.

Rong-Cheng Tu, Zhao Jin, Jingyi Liao, Xiao Luo, Yingjie Wang, Li Shen, Dacheng Tao

CoRR, May, 2025

VORTA: Efficient Video Diffusion via Routing Sparse Attention.

Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Shunyu Liu, Dacheng Tao

CoRR, May, 2025

Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift.

Jingyi Liao, Xun Xu, Yongyi Su, Rong-Cheng Tu, Yifan Liu, Dacheng Tao, Xulei Yang

CoRR, March, 2025

Multi-View Industrial Anomaly Detection with Epipolar Constrained Cross-View Fusion.

Yifan Liu, Xun Xu, Shijie Li, Jingyi Liao, Xulei Yang

CoRR, March, 2025

2024

DDT-Net: Dose-Agnostic Dual-Task Transfer Network for Simultaneous Low-Dose CT Denoising and Simulation.

Mingqiang Meng, Yongbo Wang, Manman Zhu, Xi Tao, Zerui Mao, Jingyi Liao, Zhaoying Bian, Dong Zeng, Jianhua Ma

IEEE J. Biomed. Health Informatics, June, 2024

Revisiting pretraining for semi-supervised learning in the low-label regime.

Xun Xu, Jingyi Liao, Lile Cai, Manh Cuong Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo

Neurocomputing, January, 2024

Hybrid Active Learning with Uncertainty-Weighted Embeddings.

Yinan He, Lile Cai, Jingyi Liao, Chuan-Sheng Foo

Trans. Mach. Learn. Res., 2024

COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection.

Jingyi Liao, Xun Xu, Manh Cuong Nguyen, Adam Goodge, Chuan Sheng Foo

IEEE Trans. Image Process., 2024

AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration.

Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao

CoRR, 2024

SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing.

Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao

CoRR, 2024

Diffusion Model-Based Video Editing: A Survey.

Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Dacheng Tao

CoRR, 2024

Indoor Backscattering Communication by Using Commercial LTE Pilots.

Jingyi Liao, Xiyu Wang, Kalle Koskinen, Tianshu Zhang, Kalle Ruttik, Riku Jäntti, Dinh-Thuy Phan-Huy

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Data Assistance Cellular Signal Based Ambient Backscatter Receiver.

Jingyi Liao, Kalle Ruttik, Riku Jäntti

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Box-Level Class-Balanced Sampling For Active Object Detection.

Jingyi Liao, Xun Xu, Chuan-Sheng Foo, Lile Cai

Proceedings of the IEEE International Conference on Image Processing, 2024

Measurement of Coded Backscatter Communication Utilizing Commercial LTE Ambient Signal.

Jingyi Liao, Kalle Ruttik, Riku Jäntti, Muhammad Usman Sheikh, Dinh-Thuy Phan-Huy

Proceedings of the 2nd International Conference on 6G Networking, 2024

2023

Implementation of Low-Cost Multi-Antenna AmBC Receivers.

Xiyu Wang, Hüseyin Yigitler, Bing-Qing Zhao, Jingyi Liao, Norshahida Saba, Nicolas Malm, Riku Jäntti

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Demo: UE Assisted Ambient IoT in LTE Downlink, in real-time and open source.

Jingyi Liao, Kalle Ruttik, Riku Jäntti, Dinh-Thuy Phan-Huy

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Zero-Energy-Device for 6G: First Real-Time Backscatter Communication Thanks to the Detection of Pilots from an Ambient Commercial Cellular Network.

Papis Ndiaye, Dinh-Thuy Phan-Huy, Ayman Hassan, Jingyi Liao, Xiyu Wang, Kalle Ruttik, Riku Jäntti

Proceedings of the 2nd International Conference on 6G Networking, 2023

2022

Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime.

Xun Xu, Jingyi Liao, Lile Cai, Cuong Manh Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo

CoRR, 2022

Ambient backscatter communications using LTE cell specific reference signals.

Kalle Ruttik, Xiyu Wang, Jingyi Liao, Riku Jäntti, Dinh-Thuy Phan-Huy

Proceedings of the 12th IEEE International Conference on RFID Technology and Applications, 2022

2021

ENAD: An Ensemble Framework for Unsupervised Network Anomaly Detection.

Jingyi Liao, Sin G. Teo, Partha Pratim Kundu, Tram Truong Huu

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

2007

Impact of Transmit Antenna Separation on Downlink Cellular OFDM System with PARC Transmission.

Jingyi Liao, Anders Furuskar, Per Skillermark, Bo Göransson

Proceedings of the IEEE 18th International Symposium on Personal, 2007