| 2026 | AAAI | Exploiting Inter-Session Information with Frequency-enhanced Dual-Path Networks for Sequential Recommendation. | Peng He, Yanglei Gan, Tingting Dai, Run Lin, Xuexin Li, Yao Liu, Qiao Liu |
| 2026 | AAAI | M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference. | Chuxiong Sun, Peng He, Qirui Ji, Zehua Zang, Jiangmeng Li, Rui Wang, Wei Wang |
| 2026 | AIED | DrawSim-PD: Simulating Student Science Drawings to Support NGSS-Aligned Teacher Diagnostic Reasoning. | Arijit Chakma, Peng He, Zeyuan Wang, Honglu Liu, Tingting Li, Tiffany D. Do, Feng Liu |
| 2026 | AIED | SciEval: A Benchmark for Automatic Evaluation of K-12 Science Instructional Materials. | Zhaohui Li, Peng He, Zhiyuan Chen, Honglu Liu, Zeyuan Wang, Tingting Li, Jinjun Xiong |
| 2026 | AIED | Can Multimodal LLMs 'See' Science Instruction? Benchmarking Pedagogical Reasoning in K-12 Classroom Videos. | Yixuan Shen, Peng He, Honglu Liu, Jinxuan Fan, Yuyang Ji, Tingting Li, Tianlong Chen, Kaidi Xu, Feng Liu |
| 2026 | DASFAA | Bridging Discrete Marks and Continuous Dynamics: Dual-Path Cross-Interaction for Marked Temporal Point Processes. | Yuxiang Liu, Qiao Liu, Tong Luo, Yanglei Gan, Peng He, Yao Liu |
| 2026 | EACL | Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation. | Yanglei Gan, Peng He, Yuxiang Cai, Run Lin, Guanyu Zhou, Qiao Liu |
| 2026 | ISCAS | CxlRatioOpt : A Predictive Optimizer for Performance Trade-offs in CXL-Tiered Memory. | Peng He, Hao Fu, Yue Ma, Bowen Wang, Haiyuan Wan, Zhirun Yue, Sheng Zhang, Fangming Liu |
| 2026 | IWCMC | Per-FedLoRA: Personalized Federated LoRA Fine-Tuning for Multi-Task Large Language Models. | Zeyu Chen, Yun Ji, Peng He, Bowen Wang, Liwen Shi, Zijie Zeng, Sheng Zhang |
| 2026 | SIGCOMM | Gryphon: Scaling Hyperscale Multi-Tenant Gateways Beyond the Petabit-Era via DPU-Augmented Hierarchical Co-Offloading. | Yuemeng Xu, Haoran Chen, Jiarui Guo, Mingwei Cui, Qiuheng Yin, Cheng Dong, Peng He, Chenmin Sun, Yangyujia Wang, Daxiang Kang, Xian Wu, Yang Gao, Lirong Lai, Kai Wang, Zhuochen Fan, Tong Yang, Hongyu Wu |
| 2025 | AAAI | EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction. | Chengjie Ge, Xueyang Fu, Peng He, Kunyu Wang, Chengzhi Cao, Zheng-Jun Zha |
| 2025 | APSEC | Software Defect Prediction Based on Temporal Hypergraph Neural Network. | Peng He, Shuai Hu, Ju Ma, Haoqing Yang, Yifan Wang |
| 2025 | CogSci | Hierarchical Cognitive Graph Autoencoder for Multi-Agent Reinforcement Learning. | Peng He, Wei Wang, Chuxiong Sun, Yi Wang |
| 2025 | EDM | Enhancing LLM-Based Short Answer Grading with Retrieval-Augmented Generation. | Yucheng Chu, Peng He, Hang Li, Haoyu Han, Kaiqi Yang, Yu Xue, Tingting Li, Joseph Krajcik, Jiliang Tang |
| 2025 | EMNLP | RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging. | Bowen Wang, Haiyuan Wan, Liwen Shi, Chen Yang, Peng He, Yue Ma, Haochen Han, Wenhao Li, Tiao Tan, Yongjian Li, Fangming Liu, Yifan Gong, Sheng Zhang |
| 2025 | EuroSys | Byte vSwitch: A High-Performance Virtual Switch for Cloud Networking. | Xin Wang, Deguo Li, Zhihong Wang, Lidong Jiang, Shubo Wen, Daxiang Kang, Engin Arslan, Peng He, Xinyu Qian, Bin Niu, Jianwen Pi, Xiaoning Ding, Ke Lin, Hao Luo |
| 2025 | GLOBECOM | Delay-Energy Efficient Data Aggregation Scheduling in WSNs for LEO Satellite Collection. | Yaping Cui, Ziye Liu, Peng He, Ruyan Wang, Dapeng Wu |
| 2025 | GLOBECOM | Edge-Aware Multi-Agent Orchestration for Integrated Energy Services via Multi-Objective PPO. | Peng He, Chunsen Hong, Yaping Cui, Ruyan Wang, Dapeng Wu, Xinqi Lin |
| 2025 | ICPADS | A User Authentication and Key Agreement Scheme Based on Cancelable Biometric and Homomorphic Encryption for Driverless Taxis. | Peng He, Weixin Bian, Kangyi Chen, Jinbin Meng |
| 2025 | IJCAI | Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis. | Haohao Zhu, Tingting Li, Peng He, Jiayu Zhou |
| 2025 | IJCNN | Filtering Before Detection: Objects of Interest Enhanced Anomaly Detection for Surveillance. | Peng He, Boqiang Xu |
| 2025 | SIGCOMM | NPC: Rethinking Dataplane through Network-aware Packet Classification. | Xinyi Zhang, Qianrui Qiu, Zhiyuan Xu, Peng He, Xilai Liu, Kav Salamatian, Changhua Pei, Gaogang Xie |
| 2024 | AAAI | Neuromorphic Event Signal-Driven Network for Video De-raining. | Chengjie Ge, Xueyang Fu, Peng He, Kunyu Wang, Chengzhi Cao, Zheng-Jun Zha |
| 2024 | CGI | Fast Mesh Generation in Multi-layer Lattice Boltzmann Simulation with Moving Boundaries. | Peng He, Liangjun Wang, Lei Xu, Wu Zhang, Wenhao Zhu |
| 2024 | ESORICS | Patronum: In-network Volumetric DDoS Detection and Mitigation with Programmable Switches. | Jiahao Wu, Heng Pan, Penglai Cui, Yiwen Huang, Jianer Zhou, Peng He, Yanbiao Li, Zhenyu Li, Gaogang Xie |
| 2024 | EuroSys | Hoda: a High-performance Open vSwitch Dataplane with Multiple Specialized Data Paths. | Heng Pan, Peng He, Zhenyu Li, Pan Zhang, Junjie Wan, Yuhao Zhou, Xiongchun Duan, Yu Zhang, Gaogang Xie |
| 2024 | GLOBECOM | Pedestrian Trajectory Prediction by Short-Term Target Estimation in Autonomous Driving Scenarios. | Jing Yang, Peng Wang, Yaping Cui, Peng He, Dapeng Wu, Ruyan Wang |
| 2024 | GLOBECOM | GroupGCN: Group-Aware Dense Crowd Trajectory Prediction for Autonomous Driving. | Ruyan Wang, Yudie Zhou, Dapeng Wu, Ang Duan, Yaping Cui, Peng He |
| 2024 | ICPR | Large Multimodal Models Thrive with Little Data for Image Emotion Prediction. | Peng He, Mohamed E. Hussein, Wael Abd-Almageed |
| 2024 | IGARSS | A Machine Learning-Based Method for Modis LST Downscaling and Reconstruction in Diverse Regions and Seasons. | Hong Chen, Sheng Chang, Peng He, Chunyan Zhang |
| 2023 | CLOUD | Dissecting Overheads of Service Mesh Sidecars. | Xiangfeng Zhu, Guozhen She, Bowen Xue, Yu Zhang, Yongsu Zhang, Xuan Kelvin Zou, Xiongchun Duan, Peng He, Arvind Krishnamurthy, Matthew Lentz, Danyang Zhuo, Ratul Mahajan |
| 2023 | GLOBECOM | LEO Satellite Constellation Design for Seamless Global Coverage with QoS Guarantee. | Ruyan Wang, Xianyi Ye, Peng He, Yaping Cui, Dapeng Wu |
| 2023 | GLOBECOM | Energy Efficient Thermal Comfort Control via Human In The Loop RL in Smart Home. | Chuanfeng Wei, Shengbo Zhou, Peng He, Yaping Cui, Ruyan Wang, Dapeng Wu |
| 2023 | HPCC | MALT: Fine-Grained Microservice Profiling for Request Latency Anomaly Localization. | Dingjie Zhang, Qinghua Wu, Yuankang Zhao, Zhenyu Li, Peng He, Yongsu Zhang, Xiongchun Duan, Yu Zhang, Gen Miao, Jiancong Tong, Gaogang Xie |
| 2023 | ICA3PP | Graph Neural Network for Critical Class Identification in Software System. | Meng-Yi Zhang, Peng He |
| 2023 | ICASSP | Knowledge-Aware Graph Convolutional Network with Utterance-Specific Window Search for Emotion Recognition In Conversations. | Xiaotong Zhang, Peng He, Han Liu, Zhengxi Yin, Xinyue Liu, Xianchao Zhang |
| 2023 | VTC | Joint Beamforming and Phase Shift Design for IRS-Aided Vehicular Networks. | Yaping Cui, Gongxun Wang, Peng He, Dapeng Wu, Ruyan Wang |
| 2023 | VTC | Optimization of Retransmission for Short Packet in MTC Devices. | Qiaoshou Liu, Heping Gu, Yaping Cui, Peng He, Dapeng Wu, Ruyan Wang |
| 2023 | WCNC | Accelerated Federated Learning with Dynamic Model Partitioning for H-IoT. | Peng He, Chunhui Lan, Yaping Cui, Ruyan Wang, Dapeng Wu |
| 2023 | WCNC | Hybrid Worker Selection for Task Coverage Maximization in Mobile Crowdsensing. | Yi Lv, Xin Chen, Peng He, Yaping Cui, Ruyan Wang, Dapeng Wu |
| 2023 | WCNC | Intelligent Reflecting Surfaces Assisted UAV Reliable Communication. | Haiying Peng, Yufeng Zheng, Peng He, Yaping Cui, Ruyan Wang, Dapeng Wu, Luo Chen |
| 2023 | SEKE | GSAGE2defect: An Improved Approach to Software Defect Prediction based on Inductive Graph Neural Network. | Ju Ma, Yiyang Sun, Peng He, Zhang-Fan Zeng |
| 2023 | SEKE | A Medical Question Classification Approach Based on Prompt Tuning and Contrastive Learning (S). | Qian Wang, Cheng Zeng, Yujin Liu, Peng He |
| 2023 | SEKE | A Triplet Network Approach for Chinese Confusing Text Classification. | Rui Xu, Cheng Zeng, Yujin Liu, Peng He, Min Chen |
| 2022 | ACCV | Network Pruning via Feature Shift Minimization. | Yuanzhi Duan, Yue Zhou, Peng He, Qiang Liu, Shukai Duan, Xiaofang Hu |
| 2022 | GLOBECOM | Multi-Group Multicast Beamforming in LEO Satellite Communications. | Dapeng Wu, Chen Qin, Yaping Cui, Peng He, Ruyan Wang |
| 2022 | IGARSS | Dynamic Multi-Scale Network for Remote Sensing Image Super-Resolution. | Ping Yao, Peng He, Siyuan Cheng, Li Fu, Zhihao Guo, Jianghong Zhao |
| 2022 | IGARSS | A Machine-Learning based Method for Glacier Lakes Extraction in Qinghai Tibet Plateau. | Hong Chen, Sheng Chang, Liqiang Tong, Zhaocheng Guo, Jienan Tu, Peng He |
| 2022 | IWQoS | PextCuts: A High-performance Packet Classification Algorithm with Pext CPU Instruction. | Chunyang Zhang, Gaogang Xie, Peng He |
| 2022 | VTC | Spatial-Temporal Correlation Multi-Agent Caching Policy in IoV. | Yaping Cui, Li Cao, Peng He, Ruyan Wang, Dapeng Wu |
| 2022 | VTC | Channel-Aware Gradient Fair Association for LEO Inter-Satellite Links. | Xinyue Fan, Jiaojiao Hu, Yaping Cui, Peng He, Dapeng Wu, Ruyan Wang |
| 2022 | VTC | FedDD: Federated Double Distillation in IoV. | Peng Yang, Mengjiao Yan, Yaping Cui, Peng He, Dapeng Wu, Ruyan Wang, Luo Chen |
| 2022 | VTC | Location-Dependent Task Bundling for Mobile Crowdsensing. | Yan Zhen, Yunfei Wang, Peng He, Yaping Cui, Ruyan Wang, Dapeng Wu |
| 2022 | VTC | Worker Selection towards High Service Quality in Mobile Crowd Sensing. | Hong Zou, Hongli Wang, Yaping Cui, Peng He, Dapeng Wu, Ruyan Wang |
| 2022 | WCNC | Multi-Vehicle Intelligent Collaborative Computing Strategy for Internet of Vehicles. | Yaping Cui, Lijuan Du, Peng He, Dapeng Wu, Ruyan Wang |
| 2022 | WCNC | Hierarchical Cooperative Caching Strategy in Cached-Enabled Heterogeneous Networks. | Dapeng Wu, Lin Yang, Yaping Cui, Peng He, Ruyan Wang |
| 2022 | SIGIR | Generative Adversarial Framework for Cold-Start Item Recommendation. | Hao Chen, Zefan Wang, Feiran Huang, Xiao Huang, Yue Xu, Yishi Lin, Peng He, Zhoujun Li |
| 2022 | SEKE | Data Selection for Cross-Project Defect Prediction with Local and Global Features of Source Code. | Xuan Deng, Peng He, Chun Ying Zhou |
| 2022 | SEKE | An Emotion Cause Detection Method Based on XLNet and Contrastive Learning. | Hai Feng Zhang, Cheng Zeng, Peng He |
| 2022 | SEKE | An Exploratory Study of Bug Prioritization and Severity Prediction based on Source Code Features. | Chun Ying Zhou, Cheng Zeng, Peng He |
| 2022 | WSDM | Building Multi-turn Query Interpreters for E-commercial Chatbots with Sparse-to-dense Attentive Modeling. | Yan Fan, Chengyu Wang, Peng He, Yunhua Hu |
| 2021 | GLOBECOM | Graph-Based Edge-User Collaborative Caching with Social Attributes. | Dapeng Wu, Jifang Li, Peng He, Yaping Cui, Ruyan Wang |
| 2021 | GLOBECOM | Auction Pricing-Based Task Offloading Strategy for Cooperative Edge Computing. | Ruyan Wang, Chunyan Zang, Peng He, Yaping Cui, Dapeng Wu |
| 2021 | ICASSP | Skip Attention GAN for Remote Sensing Image Synthesis. | Kai Deng, Kun Zhang, Ping Yao, Siyuan Cheng, Peng He |
| 2021 | ICDE | Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph. | Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen |
| 2021 | INFOCOM | Accelerating LSH-based Distributed Search with In-network Computation. | Penghao Zhang, Heng Pan, Zhenyu Li, Peng He, Zhibin Zhang, Gareth Tyson, Gaogang Xie |
| 2021 | IPEC | Practical Research on Synergy between Ideological and Political Education and Innovation and Entrepreneurship Education in Universities. | Peng He |
| 2021 | IGARSS | A Dynamics Trend Analysis Method of Thermokarst Lakes Based on the Machine Learning Algorithm. | Hong Chen, Liqiang Tong, Zhaocheng Guo, Jienan Tu, Hua Wu, Peng He |
| 2021 | ISSRE | GCN2defect : Graph Convolutional Networks for SMOTETomek-based Software Defect Prediction. | Cheng Zeng, Chun Ying Zhou, Shengkai Lv, Peng He, Jie Huang |
| 2021 | VTC | A Two-Timescale Resource Allocation Scheme in Vehicular Network Slicing. | Yaping Cui, Xinyun Huang, Peng He, Dapeng Wu, Ruyan Wang |
| 2021 | VTC | Transmission Performance Guaranteed Task Distribution Strategy in Mobile Crowdsensing. | Yi Lv, Yan Wang, Yaping Cui, Peng He, Dapeng Wu, Ruyan Wang |
| 2020 | CIKM | Label-Aware Graph Convolutional Networks. | Hao Chen, Yue Xu, Feiran Huang, Zengde Deng, Wenbing Huang, Senzhang Wang, Peng He, Zhoujun Li |
| 2020 | ICIP | Learning Enhanced Resolution-Wise Features For Human Pose Estimation. | Kun Zhang, Peng He, Ping Yao, Ge Chen, Rui Wu, Min Du, Huimin Li, Li Fu, Tianyao Zheng |
| 2019 | GLOBECOM | Calcium Signaling in Mobile Molecular Communication Networks. | Peng He, Tadashi Nakano, Dapeng Wu, Boran Yang, Hanyong Liu, Xiaojuan Han |
| 2019 | WWW | Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems. | Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Peng He, Paul Weng, Han Gao, Guihai Chen |
| 2018 | ICDM | EPAB: Early Pattern Aware Bayesian Model for Social Content Popularity Prediction. | Qitian Wu, Chaoqi Yang, Xiaofeng Gao, Peng He, Guihai Chen |
| 2018 | IJCAI | Distance Metric Facilitated Transportation between Heterogeneous Domains. | Han-Jia Ye, Xiang-Rong Sheng, De-Chuan Zhan, Peng He |
| 2017 | INFOCOM | FlowConvertor: Enabling portability of SDN applications. | Heng Pan, Gaogang Xie, Zhenyu Li, Peng He, Laurent Mathy |
| 2017 | WCNC | Channel Switching in Molecular Communication Networks through Calcium Signaling. | Peng He, Tadashi Nakano, Yuming Mao, Qiang Liu, Kun Yang |
| 2016 | ICNP | Transparent flow migration for NFV. | Yang Wang, Gaogang Xie, Zhenyu Li, Peng He, Kav Salamatian |
| 2016 | Networking | Action computation for compositional software-defined networking. | Heng Pan, Gaogang Xie, Peng He, Zhenyu Li, Laurent Mathy |
| 2015 | AAAI | Perceiving Group Themes from Collective Social and Behavioral Information. | Peng Cui, Tianyang Zhang, Fei Wang, Peng He |
| 2015 | ICWS | A Learning Approach to the Prediction of Reliability Ranking for Web Services. | Wei Xiong, Bing Li, Xiaohui Cui, Yutao Ma, Rong Yang, Peng He |
| 2014 | AISTATS | Non-Asymptotic Analysis of Relational Learning with One Network. | Peng He, Changshui Zhang |
| 2014 | AISTATS | Exploiting the Limits of Structure Learning via Inherent Symmetry. | Peng He, Changshui Zhang |
| 2014 | ICNP | Meta-algorithms for Software-Based Packet Classification. | Peng He, Gaogang Xie, Kav Salamatian, Laurent Mathy |
| 2013 | KSEM | Detection of Article Qualities in the Chinese Wikipedia Based on C4.5 Decision Tree. | Kui Xiao, Bing Li, Peng He, Xihui Yang |
| 2013 | LANMAN | Toward predictable performance in decision tree based packet classification algorithms. | Peng He, Hongtao Guan, Laurent Mathy, Kav Salamatian, Gaogang Xie |
| 2012 | ICCCN | Evaluating and Optimizing IP Lookup on Many Core Processors. | Peng He, Hongtao Guan, Gaogang Xie, Kav Salamatian |
| 2012 | ISI | Using semantic networks to counter cyber threats. | Peng He, George Karabatis |
| 2011 | IGARSS | Building parameters extraction from PolInSAR image using hybrid method. | Hongjun Cai, Peng He, Bin Zou, Maoliu Lin |
| 2010 | ICNC | An improved decision tree algorithm and its application in maize seed breeding. | Dan Ji, Jianlin Qiu, Jianping Chen, Li Chen, Peng He |
| 2010 | ICNC | Logic functions minimization algorithm based on recognition of essential prime implicants. | Jianlin Qiu, Xiang Gu, Dan Ji, Fen Li, Peng He, Bo Wang |
| 2010 | ICPR | Context Inspired Pedestrian Detection in Far-Field Videos. | Wenhua Ma, Peng He, Lei Huang, Changping Liu |
| 2007 | ACC | Forecasting Stock Market Volatility Using Implied Volatility. | Peng He, Stephen Shing-Toung Yau |
| 2007 | AINA | A Novel Distributed Topology Control Algorithm for Ad Hoc Networks. | Peng He, Jiandong Li, Wei Dong |
| 2007 | CIS | L-Chord: Routing Model for Chord Based on Layer-Dividing. | Biqing Wang, Peng He |
| 2007 | GLOBECOM | Inter-Area Shared Segment Protection of MPLS Flows Over Agile All-Photonic Star Networks. | Peng He, Gregor von Bochmann |
| 2006 | AINA | A Novel Geographic Routing Algorithm for Ad Hoc Networks Based on Localized Delaunay Triangulation. | Peng He, Jiandong Li, Lei Zhou |
| 2006 | AINA | Novel WPDM System Based on Channel Equalization for Multipath Fading Channels. | Lei Zhou, Jiandong Li, Peng He |
| 2006 | IROS | A Multi-Agent Model for Reconfigurable Manufacturing System Based on Complex Adaptive System. | Peng He, QingLin Wang, JiaCheng Yu |
| 2006 | Networking | Delay Performance Analysis for an Agile All-Photonic Star Network. | Cheng Peng, Peng He, Gregor von Bochmann, Trevor J. Hall |