Jiaming Cheng

48 papers A* 1A 1B 3Misc 2Journal 39Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive End-to-End Transceiver Design for NextG Pilot-Free and CP-Free Wireless Systems.
IEEE J. Sel. Areas Commun.
Jiaming Cheng, Wei Chen, Bo Ai
2026 J jnl
Affine modulation-based audiogram fusion network for joint noise reduction and hearing loss compensation.
Inf. Fusion
Ye Ni, Ruiyu Liang, Xiaoshuai Hao, Jiaming Cheng, Qingyun Wang, Chengwei Huang, Cairong Zou, Wei Zhou, Weiping Ding, Björn W. Schuller
2026 J jnl
Bi-CrowdCache: A Decentralized Game-Theoretic Model for Edge Content Sharing Over Time-Varying Communication Networks.
IEEE Trans. Mob. Comput.
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu, Duong Tung Nguyen, Angelia Nedic
2026 J jnl
Hierarchical mental-states reasoning with dynamic fusion world models for imperfect multi-unmanned aerial vehicle cooperative-competitive environments.
Eng. Appl. Artif. Intell.
Jiaming Cheng, Ni Li, Changyin Dong, Chong Tang
2026 — conf
SPICE: Structured Pruning for Inference on Constrained Edge Devices.
CCNC
Subhransu Das, Jiaming Cheng, Aniruddha Rakshit, Brijesh Soni, Jayson Boubin, Rajiv Ramnath
2025 J jnl
Adaptive End-to-End Transceiver Design for NextG Pilot-Free and CP-Free Wireless Systems.
CoRR
Jiaming Cheng, Wei Chen, Bo Ai
2025 J jnl
Attention-based multi-fidelity deep neural network for efficient estimation of welding residual stresses in V-shaped butt-welded high strength steel plate.
Expert Syst. Appl.
Jiaming Cheng, Le Wang, Hui Jin, XuDong Qian
2025 J jnl
BP-CRN: A Lightweight Two-Stage Convolutional Recurrent Network for Multi-Channel Speech Enhancement.
IEICE Trans. Inf. Syst.
Cong Pang, Ye Ni, Jiaming Cheng, Lin Zhou, Li Zhao
2025 J jnl
Deep Learning for CSI Feedback: One-Sided Model and Joint Multi-Module Learning Perspectives.
IEEE Commun. Mag.
Yiran Guo, Wei Chen, Feifei Sun, Jiaming Cheng, Michail Matthaiou, Bo Ai
2025 J jnl
Delay-Aware Robust Edge Network Hardening Under Decision-Dependent Uncertainty.
IEEE Trans. Netw. Sci. Eng.
Jiaming Cheng, Duong Thuy Anh Nguyen, Ni Trieu, Duong Tung Nguyen
2025 J jnl
Enhancing multi-agent reinforcement learning via world model assisted single-agent population policies in multi-UAV cooperative-competitive scenario.
Knowl. Based Syst.
Jiaming Cheng, Ni Li, Changyin Dong, Chong Tang
2025 J jnl
Green-LLM: Optimal Workload Allocation for Environmentally-Aware Distributed Inference.
CoRR
Jiaming Cheng, Duong Tung Nguyen
2025 J jnl
I
CoRR
Jiaming Cheng, Ruiyu Liang, Chao Xu, Ye Ni, Wei Zhou, Björn W. Schuller, Xiaoshuai Hao
2025 J jnl
LLM-Enhanced Pilot-Free OTFS Transceiver for High-Mobility Communications.
J. Commun. Inf. Networks
Jiaming Cheng, Wei Chen, Bowen Yang, Bo Ai
2025 J jnl
Robust Dynamic Edge Service Placement Under Spatio-Temporal Correlated Demand Uncertainty.
IEEE Trans. Serv. Comput.
Jiaming Cheng, Duong Thuy Anh Nguyen, Duong Tung Nguyen
2024 J jnl
A Non-Invasive Speech Quality Evaluation Algorithm for Hearing Aids With Multi-Head Self-Attention and Audiogram-Based Features.
IEEE ACM Trans. Audio Speech Lang. Process.
Ruiyu Liang, Yue Xie, Jiaming Cheng, Cong Pang, Björn W. Schuller
2024 J jnl
A lightweight deep learning method for real-time weld feature extraction under strong noise.
Signal Image Video Process.
Jiaming Cheng, Hui Jin
2024 J jnl
An improved TF-GSC for dual-microphone interference suppression in the specific direction.
Multim. Tools Appl.
Cong Pang, Jingjie Fan, Ruiyu Liang, Li Zhao, Jiaming Cheng
2024 J jnl
Delay-Aware Robust Edge Network Hardening Under Decision-Dependent Uncertainty.
CoRR
Jiaming Cheng, Duong Thuy Anh Nguyen, Ni Trieu, Duong Tung Nguyen
2024 J jnl
High-Sample-Efficient Multiagent Reinforcement Learning for Navigation and Collision Avoidance of UAV Swarms in Multitask Environments.
IEEE Internet Things J.
Jiaming Cheng, Ni Li, Ban Wang, Shuhui Bu, Ming Zhou
2024 J jnl
More than high, medium, and low: Pre-service teacher TPACK profiles and intentions to teach with technology.
Educ. Inf. Technol.
Jiaming Cheng, Jacob A. Hall, Qiu Wang, Jing Lei
2024 Misc conf
Optimal Workload Allocation for Distributed Edge Clouds with Renewable Energy and Battery Storage.
ICNC
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu, Duong Tung Nguyen
2024 J jnl
Optimal two-period pricing decisions and value-added service strategies of two-sided platform considering suppliers entry timing.
Int. Trans. Oper. Res.
Huabao Zeng, Tong Shu, Yue Yu, Jiaming Cheng
2024 J jnl
Residual Fusion Probabilistic Knowledge Distillation for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Jiaming Cheng, Ruiyu Liang, Lin Zhou, Li Zhao, Chengwei Huang, Björn W. Schuller
2024 J jnl
Resilient Edge Service Placement Under Demand and Node Failure Uncertainties.
IEEE Trans. Netw. Serv. Manag.
Jiaming Cheng, Duong Tung Nguyen, Vijay K. Bhargava
2024 J jnl
Robust Dynamic Edge Service Placement Under Spatio-Temporal Correlated Demand Uncertainty.
CoRR
Jiaming Cheng, Duong Thuy Anh Nguyen, Duong Tung Nguyen
2024 J jnl
Swin Transformer-Based CSI Feedback for Massive MIMO.
CoRR
Jiaming Cheng, Wei Chen, Jialong Xu, Yiran Guo, Lun Li, Bo Ai
2024 A* conf
Two-Stage Distributionally Robust Edge Node Placement Under Endogenous Demand Uncertainty.
INFOCOM
Jiaming Cheng, Duong Thuy Anh Nguyen, Duong Tung Nguyen
2024 J jnl
Two-Stage Distributionally Robust Edge Node Placement Under Endogenous Demand Uncertainty.
CoRR
Jiaming Cheng, Duong Thuy Anh Nguyen, Duong Tung Nguyen
2023 B conf
A Bandit Approach to Online Pricing for Heterogeneous Edge Resource Allocation.
NetSoft
Jiaming Cheng, Duong Thuy Anh Nguyen, Lele Wang, Duong Tung Nguyen, Vijay K. Bhargava
2023 J jnl
A Bandit Approach to Online Pricing for Heterogeneous Edge Resource Allocation.
CoRR
Jiaming Cheng, Duong Thuy Anh Nguyen, Lele Wang, Duong Tung Nguyen, Vijay K. Bhargava
2023 J jnl
A Fairness-Aware Attacker-Defender Model for Optimal Edge Network Operation and Protection.
IEEE Netw. Lett.
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu, Duong Tung Nguyen
2023 B conf
CrowdCache: A Decentralized Game-Theoretic Framework for Mobile Edge Content Sharing.
WiOpt
Duong Thuy Anh Nguyen, Jiaming Cheng, Duong Tung Nguyen, Angelia Nedic
2023 J jnl
CrowdCache: A Decentralized Game-Theoretic Framework for Mobile Edge Content Sharing.
CoRR
Duong Thuy Anh Nguyen, Jiaming Cheng, Duong Tung Nguyen, Angelia Nedich
2023 Misc conf
Dual-Path Dilated Convolutional Recurrent Network with Group Attention for Multi-Channel Speech Enhancement.
ICASSP
Jiaming Cheng, Cong Pang, Ruiyu Liang, Jingjie Fan, Li Zhao
2023 J jnl
Facilitating student engagement in large lecture classes through a digital question board.
Educ. Inf. Technol.
Lili Zhang, Jiaming Cheng, Jing Lei, Qiu Wang
2023 J jnl
Speech Denoising and Compensation for Hearing Aids Using an FTCRN-Based Metric GAN.
IEEE Signal Process. Lett.
Jiaming Cheng, Ruiyu Liang, Li Zhao, Chengwei Huang, Björn W. Schuller
2023 — conf
Swin Transformer-Based CSI Feedback for Massive MIMO.
ICCT
Jiaming Cheng, Wei Chen, Jialong Xu, Yiran Guo, Lun Li, Bo Ai
2023 J jnl
Using digital canvas to facilitate student questioning in large lecture classes: a mixed-methods study.
Interact. Learn. Environ.
Lili Zhang, Jiaming Cheng, Jing Lei, Qiu Wang, Fuyi Yang
2022 A conf
Cross-Layer Similarity Knowledge Distillation for Speech Enhancement.
INTERSPEECH
Jiaming Cheng, Ruiyu Liang, Yue Xie, Li Zhao, Björn W. Schuller, Jie Jia, Yiyuan Peng
2022 J jnl
Driving is believing: Using telepresence robots to access makerspace for teachers in rural areas.
Br. J. Educ. Technol.
Ye Chen, Li Cao, Lin Guo, Jiaming Cheng
2021 J jnl
A Deep Adaptation Network for Speech Enhancement: Combining a Relativistic Discriminator With Multi-Kernel Maximum Mean Discrepancy.
IEEE ACM Trans. Audio Speech Lang. Process.
Jiaming Cheng, Ruiyu Liang, Zhenlin Liang, Li Zhao, Chengwei Huang, Björn W. Schuller
2021 J jnl
Real-time speech enhancement algorithm for transient noise suppression.
Multim. Tools Appl.
Ruiyu Liang, Yue Xie, Jiaming Cheng, Guichen Tang, Shinuo Sun
2021 J jnl
Resilient Edge Service Placement and Workload Allocation under Uncertainty.
CoRR
Jiaming Cheng, Duong Tung Nguyen, Vijay K. Bhargava
2020 B conf
Accurate Distance Estimation for RSS Localization With Statistical Path Loss Exponent Model.
GLOBECOM
K. N. R. Surya Vara Prasad, Jiaming Cheng, Vijay K. Bhargava
2020 J jnl
DNN-based speech enhancement with self-attention on feature dimension.
Multim. Tools Appl.
Jiaming Cheng, Ruiyu Liang, Li Zhao
2020 J jnl
Real-Time Speech Enhancement Algorithm Based on Attention LSTM.
IEEE Access
Ruiyu Liang, Fanliu Kong, Yue Xie, Guichen Tang, Jiaming Cheng
2020 J jnl
Transfer Learning Algorithm for Enhancing the Unlabeled Speech.
IEEE Access
Ruiyu Liang, Zhenlin Liang, Jiaming Cheng, Yue Xie, Qingyun Wang