Jingyi Liao

According to our database, Jingyi Liao authored at least 36 papers between 2007 and 2026.

Collaborative distances:

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

2026

Ambient IoT Connectivity Topologies: Technology Enablers, Applications, and Challenges.

Azzam Al-Nahari, Jingyi Liao, Riku Jäntti, Deepak Mishra, Dinh-Thuy Phan-Huy, Yi Zhou

IEEE Internet Things Mag., July, 2026

Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off.

Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Muhammad Huzaifah bin Md Shahrin, Hardik B. Sailor, Jeremy Heng Meng Wong, Tarun Kumar Vangani, Yi Ma, Qiongqiong Wang, Minh Duc Pham, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Manas Gupta, Ai Ti Aw

CoRR, February, 2026

SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models.

Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Yongcheng Jing, Dacheng Tao

CoRR, February, 2026

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

IEEE Trans. Image Process., 2026

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, Xun Xu, Dacheng Tao, Xulei Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Integration of Backscatter-Based Ambient Internet of Things to Cellular Communication Systems.

Riku Jäntti, Jingyi Liao, Tianshu Zhang, Boxuan Xie, Muhammad Usman Sheikh, Kalle Ruttik, Giang Phan, Dinh-Thuy Phan-Huy, Ayman M. Hassan

IEEE Commun. Stand. Mag., December, 2025

MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages.

Hardik B. Sailor, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Yi Ma, Manas Gupta, Muhammad Huzaifah bin Md Shahrin, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Chunlei Pan, Minh Duc Pham, Siti Maryam Binte Ahmad Subaidi, Siti Umairah Binte Mohammad Salleh, Shuo Sun, Tarun Kumar Vangani, Qiongqiong Wang, Won Cheng Yi Lewis, Jeremy Heng Meng Wong, Jinyang Wu, Huayun Zhang, Longyin Zhang, Xunlong Zou

CoRR, November, 2025

Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs.

Yongyi Su, Haojie Zhang, Shijie Li, Nanqing Liu, Jingyi Liao, Junyi Pan, Yuan Liu, Xiaofen Xing, Chong Sun, Chen Li, Nancy F. Chen, Shuicheng Yan, Xulei Yang, Xun Xu

CoRR, October, 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

Ambient Backscatter Communication in LTE Uplink Using Sounding Reference Signals.

Jingyi Liao, Tianshu Zhang, Kalle Ruttik, Riku Jäntti, Dinh-Thuy Phan-Huy, Ayman M. Hassan, Zhu Han

IEEE Internet Things J., 2025

Data Assisted Backscatter Communications Using DECT-2020 NR+ as Ambient Signal.

Jingyi Liao, Kalle Ruttik, Riku Jäntti, Zhu Han

Proceedings of the 26th IEEE International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications, 2025

Starlink Ku-Band Downlink Based Ambient Backscatter Communication.

Jingyi Liao, Kalle Ruttik, Riku Jäntti, Zhu Han

Proceedings of the 26th IEEE International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications, 2025

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

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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data.

Yiting Li, Fayao Liu, Jingyi Liao, Sichao Tian, Chuan-Sheng Foo, Xulei Yang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Demo: Energy Neutral Backscatter Device Utilizing High Performance Commercial Components.

Kalle Koskinen, Jingyi Liao, Kalle Ruttik, Riku Jäntti

Proceedings of the 4th International Conference on 6G Networking, 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

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