| 2026 | INFOCOM | RadCloudSplat: Scatterer-Driven 3D Gaussian Splatting with Point-Cloud Priors for Radiomap Extrapolation. | Yiheng Wang, Ye Xue, Shutao Zhang, Hongmiao Fan, Tsung-Hui Chang |
| 2026 | WCNC | MR-Former: Location-Agnostic RSRP Prediction Via Masked Reconstruction in Beam Space. | Mian Li, Shuai Gao, Lei Wei, Tsung-Hui Chang, Qingjiang Shi |
| 2025 | GLOBECOM | A Deep Learning Framework for Large-Scale Localized Statistical Channel Modeling. | Xinyu Qin, Shutao Zhang, Bingsheng Peng, Ye Xue, Chao Shen, Qiliang Xie, Yuk Ngai Lee, Tsung-Hui Chang |
| 2025 | GLOBECOM | Multi-Modal Neural Radio Radiance Field for Localized Statistical Channel Modelling. | Yiheng Wang, Shutao Zhang, Ye Xue, Tsung-Hui Chang |
| 2025 | ICASSP | Networked ISAC Beamforming Design with Capacity-Limited Fronthaul Links. | Kexin Zhang, Yanqing Xu, Tsung-Hui Chang |
| 2025 | ICLR | When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach. | Qian Chen, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi |
| 2025 | ICML | Inference-Time Alignment of Diffusion Models with Direct Noise Optimization. | Zhiwei Tang, Jiangweizhi Peng, Jiasheng Tang, Mingyi Hong, Fan Wang, Tsung-Hui Chang |
| 2024 | AAAI | z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning. | Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang |
| 2024 | ICASSP | Sensing-Assisted Distributed User Scheduling and Beamforming in Muli-Cell mmWave Networks. | Tenghao Cai, Lei Li, Tsung-Hui Chang |
| 2024 | ICASSP | A Robust GLRT Detector Against Missing Data in Cooperative Sensing. | Jinghui Guan, Rui Zhou, Wenqiang Pu, Qingjiang Shi, Tsung-Hui Chang |
| 2024 | ICASSP | Isac Beamforming Optimization For Robust Transmission In Dynamic Mmwave Mimo Networks. | Lei Li, Tenghao Cai, Tsung-Hui Chang |
| 2024 | ICASSP | FedLion: Faster Adaptive Federated Optimization with Fewer Communication. | Zhiwei Tang, Tsung-Hui Chang |
| 2024 | ICLR | Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles. | Zhiwei Tang, Dmitry Rybin, Tsung-Hui Chang |
| 2024 | ICML | Accelerating Parallel Sampling of Diffusion Models. | Zhiwei Tang, Jiasheng Tang, Hao Luo, Fan Wang, Tsung-Hui Chang |
| 2023 | AAAI | A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER. | Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang |
| 2023 | AAAI | EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition. | Yang Liu, Jinpeng Hu, Zhihong Chen, Xiang Wan, Tsung-Hui Chang |
| 2023 | AAAI | Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework. | Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek, Defeng Sun |
| 2023 | ACL | Improving Grammatical Error Correction with Multimodal Feature Integration. | Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang |
| 2023 | ACL | Improving Radiology Summarization with Radiograph and Anatomy Prompts. | Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang |
| 2023 | ICASSP | Batch Normalization Damages Federated Learning on NON-IID Data: Analysis and Remedy. | Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang |
| 2023 | ICASSP | Sparse Aggregation-Based Channel Estimation For Massive Mimo Systems With Decentralized Baseband Processing. | Yanqing Xu, Enbin Song, Qingjiang Shi, Tsung-Hui Chang |
| 2023 | ICASSP | Information and Sensing Beamforming Optimization for Multi-User Multi-Target MIMO ISAC Systems. | Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang |
| 2023 | UAI | Low-rank matrix recovery with unknown correspondence. | Zhiwei Tang, Tsung-Hui Chang, Xiaojing Ye, Hongyuan Zha |
| 2022 | ACL | Graph Enhanced Contrastive Learning for Radiology Findings Summarization. | Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang |
| 2022 | ACL | A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. | Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang |
| 2022 | MICCAI | Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training. | Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang |
| 2022 | NAACL | Hero-Gang Neural Model For Named Entity Recognition. | Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang |
| 2022 | NAACL | A Label-Aware Autoregressive Framework for Cross-Domain NER. | Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang |
| 2022 | NAACL | Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. | Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang |
| 2021 | ACL | Word Graph Guided Summarization for Radiology Findings. | Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang |
| 2021 | ICASSP | Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment. | Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong |
| 2021 | ICASSP | Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization. | Shuai Wang, Richard Cornelius Suwandi, Tsung-Hui Chang |
| 2020 | EMNLP | Generating Radiology Reports via Memory-driven Transformer. | Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan |
| 2020 | ICASSP | A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization. | Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo |
| 2019 | ICASSP | Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach. | Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang |
| 2019 | WCNC | Lifetime Maximization for Uplink Transmission in UAV-Enabled Wireless Networks. | Kuo-Ming Chen, Tsung-Hui Chang, Ta-Sung Lee |
| 2018 | GLOBECOM | Joint Resource Allocation and Trajectory Design for UAV-Aided Wireless Physical Layer Security. | Xiaofang Sun, Chao Shen, Tsung-Hui Chang, Zhangdui Zhong |
| 2018 | ICASSP | Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization. | Shuai Wang, Peng Wu, Manqi Zhou, Tsung-Hui Chang, Song Wu |
| 2018 | ICASSP | Software Defined Resource Allocation for Service-Oriented Networks. | Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo |
| 2018 | WCNC | Aviation time minimization of UAV for data collection from energy constrained sensor networks. | Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen |
| 2017 | GLOBECOM | Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints. | Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu |
| 2017 | ICASSP | Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms. | Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu |
| 2016 | GLOBECOM | Transmit-Receive Beamforming Optimization for Full-Duplex Cloud Radio Access Networks. | Chi-Han Lee, Tsung-Hui Chang, Shih-Chun Lin |
| 2016 | ICASSP | Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis. | Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang |
| 2016 | ICASSP | Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis. | Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qingjiang Shi, Mingyi Hong |
| 2016 | ICASSP | Stochastic proximal gradient consensus over time-varying networks. | Mingyi Hong, Tsung-Hui Chang |
| 2015 | GLOBECOM | On the Convexity of Energy-Efficient Packet Scheduling Problem with Finite Blocklength Codes. | Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu |
| 2015 | ICASSP | A randomized dual consensus ADMM method for multi-agent distributed optimization. | Tsung-Hui Chang |
| 2015 | ICASSP | A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning. | Hoi-To Wai, Tsung-Hui Chang, Anna Scaglione |
| 2014 | ICASSP | Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers. | Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang |
| 2014 | ICASSP | A block coordinate descent method of multipliers: Convergence analysis and applications. | Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo |
| 2014 | ICASSP | On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem. | Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi |
| 2014 | ICASSP | Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers. | Xiangfeng Wang, Mingyi Hong, Tsung-Hui Chang, Meisam Razaviyayn, Zhi-Quan Luo |
| 2013 | ICASSP | Outage constrained weighted sum rate maximization for MISO interference channel by pricing-based optimization. | Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi |
| 2013 | ICASSP | Optimal sensor placement for hybrid state estimation in smart grid. | Xiao Li, Anna Scaglione, Tsung-Hui Chang |
| 2013 | WCNC | Achieving full cooperative and frequency diversity in bit-interleaved coded two-way relay networks. | Ye Yang, Tsung-Hui Chang, Jianhua Ge, Wing-Kin Ma, P. C. Ching |
| 2012 | GLOBECOM | Chance-constrained robust beamforming for multi-cell coordinated downlink. | Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi |
| 2012 | GLOBECOM | Simultaneous information and energy transfer: A Two-user MISO interference channel case. | Chao Shen, Wei-Chiang Li, Tsung-Hui Chang |
| 2012 | ICASSP | Optimal transmission strategy for outage rate maximization in MISO fading channels with training. | Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi |
| 2011 | ACSSC | Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications. | Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi |
| 2011 | ACSSC | Two-way discriminatory channel estimation for non-reciprocal wireless MIMO channels. | Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong |
| 2011 | ICASSP | A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints. | Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi |
| 2011 | ICASSP | Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach. | Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Anthony Man-Cho So, Chong-Yung Chi |
| 2010 | ICASSP | Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink. | Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi |
| 2010 | VTC | Decentralized Reduced-Rank Multiuser Relaying for Cooperative Uplink CDMA Networks. | Wan-Jen Huang, Yung-Shun Wang, Yao-Win Peter Hong, Tsung-Hui Chang |
| 2009 | ICASSP | On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM. | Tsung-Hui Chang, Wing-Kin Ma, Chuan-Yuan Huang, Chong-Yung Chi |
| 2009 | ISIT | On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise. | Ya-Lan Liang, Yung-Shun Wang, Tsung-Hui Chang, Yao-Win Peter Hong, Chong-Yung Chi |
| 2008 | ICASSP | A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM. | Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi |
| 2007 | ICASSP | Semiblind ML OSTBC-OFDM Detection in Block Fading Channels. | Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi |