| 2026 | AAAI | Unsupervised Contrastive Learning for Efficient and Robust Spectral Shape Matching. | Feifan Luo, Hongyang Chen |
| 2026 | ACL | ParaSuite: Boosting LLM Reasoning via Paradox Resolution. | Bin Chen, Yu Zhang, Hongfei Ye, Huiyang Wang, Wenxi Liu, Hongyang Chen |
| 2026 | ACL | SCOPE: Boosting LLM Efficiency with Scoped Position Encoding. | Qingguo Qi, Hongyang Chen, Zhao Li |
| 2025 | AAAI | Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning. | Hui Fang, Yang Gao, Peng Zhang, Jiangchao Yao, Hongyang Chen, Haishuai Wang |
| 2025 | AAAI | CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation. | Yuxuan Wang, Yijun Liu, Fei Yu, Chen Huang, Kexin Li, Zhiguo Wan, Wanxiang Che, Hongyang Chen |
| 2025 | ACL | Long-form Hallucination Detection with Self-elicitation. | Zihang Liu, Jiawei Guo, Hao Zhang, Hongyang Chen, Jiajun Bu, Haishuai Wang |
| 2025 | CIKM | Contextual Representation Anchor Network for Mitigating Selection Bias in Few-Shot Drug Discovery. | Ruifeng Li, Wei Liu, Xiangxin Zhou, Mingqian Li, Qiang Zhang, Hongyang Chen, Xuemin Lin |
| 2025 | COLING | When Evolution Strategy Meets Language Models Tuning. | Bo Huang, Yuxin Jiang, Mingyang Chen, Yi Wang, Hongyang Chen, Wei Wang |
| 2025 | EMNLP | Third-Person Appraisal Agent: Simulating Human Emotional Reasoning in Text with Large Language Models. | Simin Hong, Jun Sun, Hongyang Chen |
| 2025 | GLOBECOM | Cross Domain Signal Detection of OTFS-SCMA empowered LEO Satellite Networks. | Hongyang Chen, Chaowei Wang, Wupeng Xie, Lexi Xu, Mingliang Pang, Lingli Zhao, Fan Jiang, Sai Huang |
| 2025 | GLOBECOM | End-to-End Learning for MIMO Load Modulation in Stochastic Channels: A Hierarchical Approach. | Ercong Yu, Qiang Li, Hongyang Chen |
| 2025 | ICASSP | Enhancing Vision: Harmonizing Frequency for Imaging Quality and Perception Accuracy. | Hongyang Chen, Kaisheng Ma |
| 2025 | ICASSP | Node-Centric Meta Structure Search in Heterogeneous Graphs. | Xiaoou Zhang, Yang Gao, Yang Liu, Yujia Zhu, Chuan Zhou, Peng Zhang, Yong Ding, Qingyun Liu, Hongyang Chen |
| 2025 | ICDE | CommunityDF: A Guided Denoising Diffusion Approach for Community Search. | Jiazun Chen, Yikuan Xia, Jun Gao, Zhao Li, Hongyang Chen |
| 2025 | ICLR | UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery. | Ruifeng Li, Mingqian Li, Wei Liu, Yuhua Zhou, Xiangxin Zhou, Yuan Yao, Qiang Zhang, Hongyang Chen |
| 2025 | KDD | TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection. | Mengxuan Li, Ke Liu, Hongyang Chen, Jiajun Bu, Hongwei Wang, Haishuai Wang |
| 2025 | KDD | GNN-SKAN: Advancing Molecular Representation Learning with SwallowKAN. | Ruifeng Li, Mingqian Li, Wei Liu, Hongyang Chen |
| 2025 | KDD | Input Snapshots Fusion for Scalable Discrete-Time Dynamic Graph Neural Networks. | QingGuo Qi, Hongyang Chen, Minhao Cheng, Han Liu |
| 2025 | NAACL | SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification. | Han Liu, Shuqin Li, Xiaotong Zhang, Yuanyuan Wang, Feng Zhang, Hongyang Chen, Hong Yu |
| 2025 | VTC | Cooperative Two-Dimensional Hierarchical All-Reduce for Large Language Model Training with Heterogeneous Communication Links. | Xiangming Zhu, Shanyun Liu, Jingfei Chang, Hongyang Chen |
| 2025 | WWW | Knowledge-Decoupled Synergetic Learning: An MLLM based Collaborative Approach to Few-shot Multimodal Dialogue Intention Recognition. | Bin Chen, Yu Zhang, Hongfei Ye, Yizi Huang, Hongyang Chen |
| 2024 | AAAI | Depression Detection via Capsule Networks with Contrastive Learning. | Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2024 | AAAI | CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation. | Hongyang Chen, Kaisheng Ma |
| 2024 | AAAI | Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic Mining. | Hongyang Chen, Hung-Shuo Tai, Kaisheng Ma |
| 2024 | AAAI | Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing. | Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2024 | AAAI | Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation. | Can Xu, Haosen Wang, Weigang Wang, Pengfei Zheng, Hongyang Chen |
| 2024 | ADMA | Path-Aware Siamese Graph Neural Network for Link Prediction. | Jingsong Lv, Zhao Li, Hongyang Chen, Ting Li |
| 2024 | CIKM | Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective. | Dandan Ni, Sheng Zhang, Cong Deng, Han Liu, Gang Chen, Minhao Cheng, Hongyang Chen |
| 2024 | DSN | Real-Time Intrusion Detection and Prevention with Neural Network in Kernel Using eBPF. | Junyu Zhang, Pengfei Chen, Zilong He, Hongyang Chen, Xiaoyun Li |
| 2024 | ECCV | A Watermark-Conditioned Diffusion Model for IP Protection. | Rui Min, Sen Li, Hongyang Chen, Minhao Cheng |
| 2024 | GECCO | Accelerate Evolution Strategy by Proximal Policy Optimization. | Tao Xu, Hongyang Chen, Jun He |
| 2024 | HPCC | Unsupervised Pre-trained Social Networks for E-commerce Community Detection. | Ting Li, Chunqi Wu, Yang Liu, Zhao Li, Chuan Zhou, Chenhao Qiu, Hongyang Chen, Yongchao Liu, Peng Du, Chuntao Hong |
| 2024 | ICASSP | Boosting Zero-Shot Node Classification via Dependency Capture and Discriminative Feature Learning. | Wenxin Liang, Zhiliang Hao, Han Liu, Hongyang Chen |
| 2024 | ICASSP | EMALG: An Enhanced Mandarin Lombard Grid Corpus with Meaningful Sentences. | Baifeng Li, Qingmu Liu, Yuhong Yang, Hongyang Chen, Weiping Tu, Song Lin |
| 2024 | ICASSP | New Intent Discovery with Multi-View Clustering. | Han Liu, Junjie Sun, Xiaotong Zhang, Hongyang Chen |
| 2024 | ICASSP | Meta Structure Search for Link Weight Prediction in Heterogeneous Graphs. | Xiaoou Zhang, Yang Gao, Yang Liu, Yujia Zhu, Peng Zhang, Chuan Zhou, Qingyun Liu, Hongyang Chen |
| 2024 | ICDE | Querying Cohesive Subgraph Regarding Span-Constrained Triangles on Temporal Graphs. | Chuhan Hu, Ming Zhong, Yuanyuan Zhu, Tieyun Qian, Ting Yu, Hongyang Chen, Mengchi Liu, Jeffrey Xu Yu |
| 2024 | IJCAI | MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract). | Yuchen Li, Haoyi Xiong, Linghe Kong, Zeyi Sun, Hongyang Chen, Shuaiqiang Wang, Dawei Yin |
| 2024 | Interspeech | Exploring Sentence Type Effects on the Lombard Effect and Intelligibility Enhancement: A Comparative Study of Natural and Grid Sentences. | Hongyang Chen, Yuhong Yang, Zhongyuan Wang, Weiping Tu, Haojun Ai, Cedar Lin |
| 2024 | ICWS | Secure Causal Reasoning on Coarsened Graph for Privacy-aware Social Web Services. | Yang Liu, Chuan Zhou, Huang Fang, Peng Zhang, Yiling Pang, Qingzhao Zhang, Zhao Li, Hongyang Chen |
| 2024 | KDD | Unsupervised Heterogeneous Graph Rewriting Attack via Node Clustering. | Haosen Wang, Can Xu, Chenglong Shi, Pengfei Zheng, Shiming Zhang, Minhao Cheng, Hongyang Chen |
| 2024 | SMC | Open-Set Entity Alignment using Large Language Models with Retrieval Augmentation. | Linyao Yang, Hongyang Chen, Xiao Wang, Yisheng Lv, Yonglin Tian, Xingyuan Dai, Fei-Yue Wang |
| 2024 | WWW | Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation. | Zhen Zhang, Meihan Liu, Anhui Wang, Hongyang Chen, Zhao Li, Jiajun Bu, Bingsheng He |
| 2024 | WSDM | CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting. | Zhengyang Zhou, Jiahao Shi, Hongbo Zhang, Qiongyu Chen, Xu Wang, Hongyang Chen, Yang Wang |
| 2023 | AAAI | SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack. | Han Liu, Zhi Xu, Xiaotong Zhang, Xiaoming Xu, Feng Zhang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | AAAI | Boosting Few-Shot Text Classification via Distribution Estimation. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Fenglong Ma, Xiao-Ming Wu, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | CIKM | Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network. | Han Liu, Hongxiang Lin, Xiaotong Zhang, Fenglong Ma, Hongyang Chen, Lei Wang, Hong Yu, Xianchao Zhang |
| 2023 | ICASSP | PMMSD: Development of the Matrix Sentence Intelligibility Dataset for Mandarin with Lombard Effect. | Hanchen Pei, Yuhong Yang, Xufeng Chen, Qingmu Liu, Hongyang Chen, Weiping Tu, Song Lin |
| 2023 | ICDCS | TradeFL: A Trading Mechanism for Cross-Silo Federated Learning. | Shijing Yuan, Hongtao Lv, Hongze Liu, Chentao Wu, Song Guo, Zhi Liu, Hongyang Chen, Jie Li |
| 2023 | ICDM | MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale. | Yuchen Li, Haoyi Xiong, Linghe Kong, Zeyi Sun, Hongyang Chen, Shuaiqiang Wang, Dawei Yin |
| 2023 | ICDM | PatternRCA: A Pattern-Aware Root Cause Analysis Framework for Multi-Dimensional Time Series. | Cheng He, Fulong Tian, Peijiao Xue, Yuan Wu, Yao Li, Jiajia Li, Zikai Wang, Feng Tan, Hongyang Chen, Linghe Kong |
| 2023 | ICDM | Decision-focused Graph Neural Networks for Graph Learning and Optimization. | Yang Liu, Chuan Zhou, Peng Zhang, Shuai Zhang, Xiaoou Zhang, Zhao Li, Hongyang Chen |
| 2023 | ICDM | Aligning Contrastive Clusters for Cross-Network Node Classification. | Linyao Yang, Hongyang Chen, Xiao Wang |
| 2023 | ICDM | Multiple Hypothesis Testing for Anomaly Detection in Multi-type Event Sequences. | Shuai Zhang, Chuan Zhou, Peng Zhang, Yang Liu, Zhao Li, Hongyang Chen |
| 2023 | ICPP | MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. | Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu |
| 2023 | IJCAI | Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors. | Han Liu, Xingshuo Huang, Xiaotong Zhang, Qimai Li, Fenglong Ma, Wei Wang, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | IWQoS | MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. | Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu |
| 2023 | KDD | Graph Neural Processes for Spatio-Temporal Extrapolation. | Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann |
| 2023 | WWW | CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing. | Yang Liu, Chuan Zhou, Shirui Pan, Jia Wu, Zhao Li, Hongyang Chen, Peng Zhang |
| 2022 | BMVC | LW-ISP: A Lightweight Model with ISP and Deep Learning. | Hongyang Chen, Kaisheng Ma |
| 2022 | CIKM | TrajFormer: Efficient Trajectory Classification with Transformers. | Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann |
| 2022 | Interspeech | CS-CTCSCONV1D: Small footprint speaker verification with channel split time-channel-time separable 1-dimensional convolution. | Linjun Cai, Yuhong Yang, Xufeng Chen, Weiping Tu, Hongyang Chen |
| 2022 | Interspeech | Mandarin Lombard Grid: a Lombard-grid-like corpus of Standard Chinese. | Yuhong Yang, Xufeng Chen, Qingmu Liu, Weiping Tu, Hongyang Chen, Linjun Cai |
| 2022 | ISSRE | Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling. | Xiaoyun Li, Guangba Yu, Pengfei Chen, Hongyang Chen, Zhekang Chen |
| 2022 | PIMRC | Robust Device Position and Pose Detection Using Visible Light without Model Knowledge: A Branch-Structured Residual Learning Method. | Jieyou Zhu, Bingpeng Zhou, Xin Wang, Xinghua Sun, Hongyang Chen |
| 2022 | SIGMOD | Sevi: Speech-to-Visualization through Neural Machine Translation. | Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen |
| 2021 | ICWS | Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems. | Zicheng Huang, Pengfei Chen, Guangba Yu, Hongyang Chen, Zibin Zheng |
| 2021 | VTC | Uniquely Decomposable Constellation Group-based Sparse Vector Coding for Short Packet Communications. | Ganyu Qin, Hongyang Chen, Xuewan Zhang, Takuro Sato, Di Zhang |
| 2021 | WWW | MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments. | Guangba Yu, Pengfei Chen, Hongyang Chen, Zijie Guan, Zicheng Huang, Linxiao Jing, Tianjun Weng, Xinmeng Sun, Xiaoyun Li |
| 2020 | DAC | PCNN: Pattern-based Fine-Grained Regular Pruning Towards Optimizing CNN Accelerators. | Zhanhong Tan, Jiebo Song, Xiaolong Ma, Sia Huat Tan, Hongyang Chen, Yuanqing Miao, Yifu Wu, Shaokai Ye, Yanzhi Wang, Dehui Li, Kaisheng Ma |
| 2018 | PIMRC | New Reference Signal Design for URLLC and eMBB Multiplexing in New Radio Wireless Communications. | Hongyang Chen, Jianming Wu, Tsuyoshi Shimomura |
| 2012 | VTC | Probabilistic Neural Network for RSS-Based Collaborative Localization. | Peisen Zhao, Chunxiao Jiang, Hongyang Chen, Yong Ren |
| 2012 | WCNC | A space-time coding design for continuous phase modulation over the frequency selective fading channel. | Qiang Li, Sheng Luo, Qing Yan, Hongyang Chen |
| 2011 | GLOBECOM | Trajectory Optimization of Packet Ferries in Sparse Mobile Social Networks. | Xin Guan, Min Chen, Cong Liu, Hongyang Chen, Tomoaki Ohtsuki |
| 2011 | GLOBECOM | Blind Carrier Frequency Offset Estimation for MIMO OFDMA Uplink. | Weile Zhang, Hongyang Chen, Qinye Yin, Tomoaki Ohtsuki |
| 2011 | GLOBECOM | Space-Time Coding Scheme for Time-Frequency Asynchronous Two-Way Relay Networks. | Weile Zhang, Feifei Gao, Hongyang Chen, Qinye Yin |
| 2010 | GLOBECOM | Low Altitude Target Tracking Algorithm with Acoustic Wireless Sensor Network. | Yunfei Guo, Anke Xue, Hongyang Chen, Huajie Chen, Kaoru Sezaki |
| 2010 | GLOBECOM | ROME: Rateless Online MDS Code for Wireless Data Broadcasting. | Nengqiang He, Yi Xu, Jiannong Cao, Zhu Li, Hongyang Chen, Yong Ren |
| 2010 | IWCMC | Cooperative contention-based forwarding for wireless sensor networks. | Long Cheng, Jiannong Cao, Canfeng Chen, Hongyang Chen, Jian Ma, Joanna Izabela Siebert |
| 2010 | IWQoS | RC-MAC: A receiver-centric medium access control protocol for wireless sensor networks. | Pei Huang, Chen Wang, Li Xiao, Hongyang Chen |
| 2010 | PIMRC | An effective power allocation scheme for MMSE MIMO channel estimation with MMSE detection. | Jun Wang, Hongyang Chen, Shaoqian Li |
| 2010 | WCNC | Partial Target Coverage Problem in Surveillance Sensor Networks. | Yu Gu, Yusheng Ji, Hongyang Chen, Jie Li, Baohua Zhao |
| 2010 | WCNC | Key Pre-Distribution Schemes for Large-Scale Wireless Sensor Networks Using Hexagon Partition. | Beibei Kong, Hongyang Chen, Xiaohu Tang, Kaoru Sezaki |
| 2009 | GLOBECOM | Sequential Greedy Localization in Wireless Sensor Networks With Inaccurate Anchor Positions. | Qingjiang Shi, Chen He, Hongyang Chen, Ling-ge Jiang, Wei Wang |
| 2009 | PIMRC | Mobile anchor assisted node localization for wireless sensor networks. | Hongyang Chen, Qingjiang Shi, Pei Huang, H. Vincent Poor, Kaoru Sezaki |
| 2008 | EUC | Cooperative Node Localization for Mobile Sensor Networks. | Hongyang Chen, Marcelo H. T. Martins, Pei Huang, Hing-Cheung So, Kaoru Sezaki |
| 2008 | ICPADS | Mobility-Assisted Position Estimation in Wireless Sensor Networks. | Hongyang Chen, Pei Huang, Hing-Cheung So, Kaoru Sezaki |
| 2006 | APWEB | A Novel Localization Scheme Based on RSS Data for Wireless Sensor Networks. | Hongyang Chen, Ping Deng, Yongjun Xu, Xiaowei Li |