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2025

Re-Fed+: A Better Replay Strategy for Federated Incremental LearningYichen Li 0006, Haozhao Wang, Yining Qi, Wei Liu 0144, Ruixuan Li 0001. pami, 47(7):5489-5500, July 2025. [doi]

Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge FusionYichen Li 0006, Yijing Shan, Yi Liu, Haozhao Wang, Wei Wang, Yi Wang 0004, Ruixuan Li 0001. WWW 2025: 2700-2709 [doi]

Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language ModelsFushuo Huo, Wenchao Xu 0001, Zhong Zhang, Haozhao Wang, Zhicheng Chen, Peilin Zhao. iclr 2025: [doi]

Multilevel Semantic-Aware Model for AI-Generated Video Quality AssessmentJiaze Li, Haoran Xu, Shiding Zhu, Junwei He, Haozhao Wang. icassp 2025: 1-5 [doi]

Breaking Free from MMI: A New Frontier in Rationalization by Probing Input UtilizationWei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, Zhigang Zeng, Ruixuan Li 0001. iclr 2025: [doi]

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect PredictionYuying Wang, Yichen Li 0006, Haozhao Wang, Lei Zhao 0001, Xiaofang Zhang. SMR, 37(1), January 2025. [doi]

Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant InformationCheng Wang, Wenchao Xu 0001, Haozhao Wang, Wei Liu 0144, Ruixuan Li 0001. WWW 2025: 450-461 [doi]

FedRE: Robust and Effective Federated Learning with Privacy PreferenceTianzhe Xiao, Yichen Li 0006, Yu Zhou, Yining Qi, Yi Liu, Wei Wang, Haozhao Wang, Yi Wang 0004, Ruixuan Li 0001. mir 2025: 1550-1559 [doi]

Knowledge-Aware Parameter Coaching for Communication-Efficient Personalized Federated Learning in Mobile Edge ComputingMingjian Zhi, Yuanguo Bi, Lin Cai 0001, Wenchao Xu 0001, Haozhao Wang, Tianao Xiang, Qiang He 0002. tmc, 24(1):321-337, January 2025. [doi]

Harmonizing Global and Local Class Imbalance for Federated LearningJialiang Zhu, Hao Zheng, Wenchao Xu 0001, Haozhao Wang, Zhiming He, Yuxuan Liu, Shuang Wang, Qi Sun. tmc, 24(2):1120-1131, February 2025. [doi]

2024

Mobile Collaborative Learning Over Opportunistic Internet of VehiclesWenchao Xu 0001, Haozhao Wang, Zhaoyi Lu, Cunqing Hua, Nan Cheng, Song Guo 0001. tmc, 23(4):3187-3199, April 2024. [doi]

Fast Packet Loss Inferring via Personalized Simulation-Reality DistillationWenchao Xu 0001, Haodong Wan, Haozhao Wang, Nan Cheng, Quan Chen 0003, Haibo Zhou, Song Guo 0001. tmc, 23(5):3696-3706, May 2024. [doi]

Adversarial Attack for Explanation Robustness of Rationalization ModelsYuankai Zhang 0002, Lingxiao Kong, Haozhao Wang, Ruixuan Li 0001, Jun Wang 0018, Yuhua Li 0003, Wei Liu 0144. ecai 2024: 2290-2297 [doi]

Towards Efficient Replay in Federated Incremental LearningYichen Li 0006, Qunwei Li, Haozhao Wang, Ruixuan Li 0001, Wenliang Zhong, Guannan Zhang. cvpr 2024: 12820-12829 [doi]

Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge MatchingYichen Li 0006, Wenchao Xu 0001, Haozhao Wang, Yining Qi, Jingcai Guo, Ruixuan Li 0001. eccv 2025: 127-144 [doi]

SR-FDIL: Synergistic Replay for Federated Domain-Incremental LearningYichen Li 0006, Wenchao Xu 0001, Yining Qi, Haozhao Wang, Ruixuan Li 0001, Song Guo 0001. tpds, 35(11):1879-1890, November 2024. [doi]

Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning ApproachJing Wu 0016, Qimei Chen, Hao Jiang 0010, Haozhao Wang, Yulai Xie, Wenzheng Xu, Pan Zhou 0001, Zichuan Xu, Lixing Chen, Beibei Li 0002, Xiumin Wang, Dapeng Oliver Wu. tnse, 11(4):3782-3799, July - August 2024. [doi]

Caching User-Generated Content in Distributed Autonomous Networks via Contextual BanditDuyu Chen, Wenchao Xu 0001, Haozhao Wang, Yining Qi, Ruixuan Li 0001, Pan Zhou 0001, Song Guo 0001. tmc, 23(8):8355-8369, August 2024. [doi]

OTAS: An Elastic Transformer Serving System via Token AdaptationJinyu Chen, Wenchao Xu 0001, Zicong Hong, Song Guo 0001, Haozhao Wang, Jie Zhang 0076, Deze Zeng. infocom 2024: 1021-1030 [doi]

Cross-modal Representation Flattening for Multi-modal Domain GeneralizationYunfeng Fan, Wenchao Xu 0001, Haozhao Wang, Song Guo 0001. nips 2024: [doi]

Detached and Interactive Multimodal LearningYunfeng Fan, Wenchao Xu 0001, Haozhao Wang, Junhong Liu, Song Guo 0001. mm 2024: 5470-5478 [doi]

Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionYunfeng Fan, Wenchao Xu 0001, Haozhao Wang, Fushuo Huo, Jinyu Chen, Song Guo 0001. eccv 2025: 178-195 [doi]

VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in PracticeXingshuo Han, Haozhao Wang, Kangqiao Zhao, Gelei Deng, Yuan Xu, Hangcheng Liu, Han Qiu 0001, Tianwei Zhang 0004. ccs 2024: 1864-1878 [doi]

Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot FillingJie Han, Yixiong Zou, Haozhao Wang, Jun Wang, Wei Liu, Yao Wu, Tao Zhang, Ruixuan Li 0001. AAAI 2024: 18171-18179 [doi]

ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot LearningFushuo Huo, Wenchao Xu 0001, Song Guo, Jingcai Guo, Haozhao Wang, Ziming Liu, Xiaocheng Lu. AAAI 2024: 12689-12697 [doi]

Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and RefinementFushuo Huo, Wenchao Xu 0001, Jingcai Guo, Haozhao Wang, Yunfeng Fan. AAAI 2024: 12698-12707 [doi]

2KD: Bridging the Modality Gap for Cross-Modal Knowledge DistillationFushuo Huo, Wenchao Xu 0001, Jingcai Guo, Haozhao Wang, Song Guo 0001. cvpr 2024: 16006-16015 [doi]

FedBAT: Communication-Efficient Federated Learning via Learnable BinarizationShiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang 0007, Yining Qi, Shijie Xu, Weihong Luo, Yuhua Li 0003, Xiuqiang He, Ruixuan Li 0001. icml 2024: [doi]

Masked Random Noise for Communication-Efficient Federated LearningShiwei Li, Yingyi Cheng, Haozhao Wang, Xing Tang 0007, Shijie Xu, Weihong Luo, Yuhua Li 0003, Dugang Liu, Xiuqiang He 0001, Ruixuan Li 0001. mm 2024: 3686-3694 [doi]

Transform-Equivariant Consistency Learning for Temporal Sentence GroundingDaizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Zichuan Xu, Haozhao Wang, Xing Di, Weining Lu, Yu Cheng 0009. tomccap, 20(4), April 2024. [doi]

Enhancing the Rationale-Input Alignment for Self-explaining RationalizationWei Liu, Haozhao Wang, Jun Wang 0018, Zhiying Deng, Yuankai Zhang 0002, Cheng Wang, Ruixuan Li 0001. icde 2024: 2218-2230 [doi]

Disentangle Estimation of Causal Effects from Cross-Silo DataYuxuan Liu, Haozhao Wang, Shuang Wang, Zhiming He, Wenchao Xu 0001, Jialiang Zhu, Fan Yang. icassp 2024: 6290-6294 [doi]

Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-RationalizationWei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, Yuankai Zhang, Ruixuan Li 0001. nips 2024: [doi]

Physical Layer Overshadowing Attack on Semantic Communication SystemZhaoyi Lu, Wenchao Xu 0001, Xin Xie, Ming Tu, Haozhao Wang, Cunqing Hua. icc 2024: 3322-3327 [doi]

Dual Expert Distillation Network for Generalized Zero-Shot LearningZhijie Rao, Jingcai Guo, Xiaocheng Lu, Jingming Liang, Jie Zhang 0076, Haozhao Wang, Kang Wei, Xiaofeng Cao. IJCAI 2024: 4833-4841 [doi]

FedNLR: Federated Learning with Neuron-wise Learning RatesHaozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu 0001, Ruixuan Li 0001, Tianwei Zhang 0004. kdd 2024: 3069-3080 [doi]

FedCDA: Federated Learning with Cross-rounds Divergence-aware AggregationHaozhao Wang, Haoran Xu, Yichen Li, Yuan Xu, Ruixuan Li 0001, Tianwei Zhang 0004. iclr 2024: [doi]

FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained DevicesHaozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren 0001, Peng Sun 0006, Yonggang Wen 0001, Tianwei Zhang 0004. WWW 2024: 2902-2913 [doi]

Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network TrainingMeng Zhang, Qinghao Hu, Cheng Wan, Haozhao Wang, Peng Sun 0006, Yonggang Wen 0001, Tianwei Zhang 0001. icde 2024: 3823-3836 [doi]

Knowledge-Aware Parameter Coaching for Personalized Federated LearningMingjian Zhi, Yuanguo Bi, Wenchao Xu 0001, Haozhao Wang, Tianao Xiang. AAAI 2024: 17069-17077 [doi]

Hypernetwork-driven centralized contrastive learning for federated graph classificationJianian Zhu, Yichen Li 0006, Haozhao Wang, Yining Qi, Ruixuan Li 0001. www, 27(5):56, September 2024. [doi]

2023

PMR: Prototypical Modal Rebalance for Multimodal LearningYunfeng Fan, Wenchao Xu 0001, Haozhao Wang, Junxiao Wang, Song Guo 0001. cvpr 2023: 20029-20038 [doi]

Decompose, Then Reconstruct: A Framework of Network Structures for Click-Through Rate PredictionJiaming Li, Lang Lang, Zhenlong Zhu, Haozhao Wang, Ruixuan Li 0001, Wenchao Xu 0001. pkdd 2023: 422-437 [doi]

Few-Shot Temporal Sentence Grounding via Memory-Guided Semantic LearningDaizong Liu, Pan Zhou, Zichuan Xu, Haozhao Wang, Ruixuan Li. tcsv, 33(5):2491-2505, May 2023. [doi]

D-Separation for Causal Self-ExplanationWei Liu, Jun Wang, Haozhao Wang, Ruixuan Li 0001, Zhiying Deng, Yuankai Zhang 0002, Yang Qiu. nips 2023: [doi]

MGR: Multi-generator Based RationalizationWei Liu, Haozhao Wang, Jun Wang, Ruixuan Li 0001, Xinyang Li, Yuankai Zhang 0002, Yang Qiu. acl 2023: 12771-12787 [doi]

Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz RestraintWei Liu, Jun Wang, Haozhao Wang, Ruixuan Li 0001, Yang Qiu, Yuankai Zhang 0002, Jie Han, Yixiong Zou. kdd 2023: 1535-1547 [doi]

Aligning Language Models with Human Preferences via a Bayesian ApproachJiashuo Wang, Haozhao Wang, Shichao Sun, Wenjie Li. nips 2023: [doi]

AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated CompensationHaozhao Wang, Wenchao Xu 0001, Yunfeng Fan, Ruixuan Li 0001, Pan Zhou. infocom 2023: 1-10 [doi]

DaFKD: Domain-aware Federated Knowledge DistillationHaozhao Wang, Yichen Li, Wenchao Xu 0001, Ruixuan Li 0001, Yufeng Zhan, Zhigang Zeng. cvpr 2023: 20412-20421 [doi]

From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated OptimizationFeijie Wu, Song Guo 0001, Haozhao Wang, Haobo Zhang, Zhihao Qu, Jie Zhang 0076, Ziming Liu. tpds, 34(5):1548-1559, May 2023. [doi]

XFed: Improving Explainability in Federated Learning by Intersection Over Union Ratio Extended Client SelectionJuan Zhao, Yuankai Zhang 0002, Ruixuan Li 0001, Yuhua Li 0003, Haozhao Wang, Xiaoquan Yi, Zhiying Deng. ecai 2023: 3099-3106 [doi]

2022

Adaptive Vertical Federated Learning on Unbalanced FeaturesJie Zhang 0076, Song Guo 0001, Zhihao Qu, Deze Zeng, Haozhao Wang, Qifeng Liu, Albert Y. Zomaya. tpds, 33(10):4006-4018, 2022. [doi]

FR: Folded Rationalization with a Unified EncoderWei Liu, Haozhao Wang, Jun Wang 0018, Ruixuan Li, Chao Yue, Yuankai Zhang. nips 2022: [doi]

Partial Synchronization to Accelerate Federated Learning Over Relay-Assisted Edge NetworksZhihao Qu, Song Guo 0001, Haozhao Wang, Baoliu Ye, Yi Wang 0004, Albert Y. Zomaya, Bin Tang. tmc, 21(12):4502-4516, 2022. [doi]

Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge EnvironmentHaozhao Wang, Song Guo 0001, Zhihao Qu, Ruixuan Li, Ziming Liu. tpds, 33(1):14-25, 2022. [doi]

A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoTHaozhao Wang, Zhihao Qu, Qihua Zhou, Haobo Zhang, Boyuan Luo, Wenchao Xu, Song Guo 0001, Ruixuan Li. iotj, 9(2):939-963, 2022. [doi]

Heterogeneity-Aware Gradient Coding for Tolerating and Leveraging StragglersHaozhao Wang, Song Guo 0001, Bin Tang, Ruixuan Li, Yutong Yang, Zhihao Qu, Yi Wang 0004. TC, 71(4):779-794, 2022. [doi]

Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge EnvironmentHaozhao Wang, Ruixuan Li, Chengjie Li, Pan Zhou, Yuhua Li 0003, Wenchao Xu, Song Guo 0001. iotj, 9(19):18817-18828, 2022. [doi]

Intermittent Pulling With Local Compensation for Communication-Efficient Distributed LearningHaozhao Wang, Zhihao Qu, Song Guo 0001, Xin Gao, Ruixuan Li, Baoliu Ye. tetc, 10(2):779-791, 2022. [doi]

Sign bit is enough: a learning synchronization framework for multi-hop all-reduce with ultimate compressionFeijie Wu, Shiqi He, Song Guo 0001, Zhihao Qu, Haozhao Wang, Weihua Zhuang, Jie Zhang 0076. dac 2022: 193-198 [doi]

Edge Learning: The Enabling Technology for Distributed Big Data Analytics in the EdgeJie Zhang, Zhihao Qu, Chenxi Chen, Haozhao Wang, Yufeng Zhan, Baoliu Ye, Song Guo 0001. ACM Comput. Surv., 54(7), 2022. [doi]

2021

2019

Heterogeneity-aware Gradient Coding for Straggler ToleranceHaozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Chengjie Li. icdcs 2019: 555-564 [doi]

OSP: Overlapping Computation and Communication in Parameter Server for Fast Machine LearningHaozhao Wang, Song Guo, Ruixuan Li. icpp 2019: [doi]

2018

Stock Price Prediction Using Time Convolution Long Short-Term Memory NetworkXukuan Zhan, Yuhua Li, Ruixuan Li, Xiwu Gu, Olivier Habimana, Haozhao Wang. ksem 2018: 461-468 [doi]

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