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Yi He

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

118

Venues

64

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

118 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIFinMathBench: A Formula-Driven Benchmark for Evaluating LLMs' Math Reasoning Capabilities in Finance.Yi He, Ping Wang, Shiqiang Xiong, Chao Chen, Haixiang Hu
2026AAAIRelink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG.Manzong Huang, Chenyang Bu, Yi He, Xingrui Zhuo, Xindong Wu
2026AAAIMARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery.Dong Li, Zhengzhang Chen, Xujiang Zhao, Linlin Yu, Zhong Chen, Yi He, Haifeng Chen, Chen Zhao
2026AAAIIndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech.Siyi Zhou, Yiquan Zhou, Yi He, Xun Zhou, Jinchao Wang, Wei Deng, Jingchen Shu
2026ACLSemantic-Space Exploration and Exploitation in RLVR for LLM Reasoning.Fanding Huang, Guanbo Huang, Xiao Fan, Yi He, Xiao Liang, Xiao Chen, Qinting Jiang, Faisal Nadeem Khan, Jingyan Jiang, Zhi Wang
2026CHIPRISM: Post-task Reflection via Intelligent Social Multi-agents for Enhancing Learning Experience and Industrial Skill Retention.Kanan Abe, Yi He, Yuki Inoue, Kota Gushima, Miho Kobayashi, Takayuki Akiyama
2026KDDContinuous-Time Counterfactual Quantile Learning for Risk-Sensitive Policy Optimization.Yi He, Anpeng Wu, Ruoxuan Xiong, Yingrong Wang, Kun Kuang
2026KDDPSQE: A Theoretical-Practical Approach to Pseudo Seed Quality Enhancement for Unsupervised Multimodal Entity Alignment.Yunpeng Hong, Chenyang Bu, Jie Zhang, Yi He, Di Wu, Xindong Wu
2026WWWFederated Latent Factor Learning for Privacy-Preserving Spatio-Temporal Signal Recovery.Chengjun Yu, Di Wu, Yi He, Jia Chen, Xin Luo
2025AAAIMetric-Agnostic Continual Learning for Sustainable Group Fairness.Heng Lian, Chen Zhao, Zhong Chen, Xingquan Zhu, My T. Thai, Yi He
2025ACLQuery-Driven Multimodal GraphRAG: Dynamic Local Knowledge Graph Construction for Online Reasoning.Chenyang Bu, Guojie Chang, Zihao Chen, CunYuan Dang, Zhize Wu, Yi He, Xindong Wu
2025CSCWDFederated Projection Hamming Hash Latent Factor Learning Model.Shihui Li, Di Wu, Yi He, Xin Luo
2025ICASSPEnhancing Visual Forced Alignment with Local Context-Aware Feature Extraction and Multi-Task Learning.Yi He, Lei Yang, Shilin Wang
2025ICCVEmotiCrafter: Text-to-Emotional-Image Generation Based on Valence-Arousal Model.Shengqi Dang, Yi He, Long Ling, Ziqing Qian, Nanxuan Zhao, Nan Cao
2025ICDARUncertainty-Aware Complex Scientific Table Data Extraction.Kehinde Ajayi, Yi He, Jian Wu
2025ICDMAI-Driven Literature Mining for Intelligent Synthesis Design.Heng Lian, Lei Du, Jian Wu, Yi He
2025ICDMLHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation.Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu
2025ICDMLink Completion for Dynamic Knowledge Graphs with Entity Drift.Xiulin Zheng, Pei-Pei Li, Yi He, Xindong Wu
2025ICLRLearning Chaos In A Linear Way.Xiaoyuan Cheng, Yi He, Yiming Yang, Xiao Xue, Sibo Cheng, Daniel Giles, Xiaohang Tang, Yukun Hu
2025ICMLChaos Meets Attention: Transformers for Large-Scale Dynamical Prediction.Yi He, Yiming Yang, Xiaoyuan Cheng, Hai Wang, Xiao Xue, Boli Chen, Yukun Hu
2025ICMLTopology-aware Neural Flux Prediction Guided by Physics.Haoyang Jiang, Jindong Wang, Xingquan Zhu, Yi He
2025ICMLTensor-Var: Efficient Four-Dimensional Variational Data Assimilation.Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu
2025IJCAIA Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams.Zhong Chen, Yi He, Di Wu, Chen Zhao, Meikang Qiu
2025IJCAIHow to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback.Manzong Huang, Chenyang Bu, Yi He, Xindong Wu
2025IJCAIHGEN: Heterogeneous Graph Ensemble Networks.Jiajun Shen, Yufei Jin, Kaibu Feng, Yi He, Xingquan Zhu
2025SDMZhong Chen, Yi He, Di Wu, Wenbin Zhang, Zhiqiang Deng
2024AAAIGLDL: Graph Label Distribution Learning.Yufei Jin, Richard Gao, Yi He, Xingquan Zhu
2024AAAIMKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug-Drug Interaction Prediction.Di Wu, Wu Sun, Yi He, Zhong Chen, Xin Luo
2024CCSBlueSWAT: A Lightweight State-Aware Security Framework for Bluetooth Low Energy.Xijia Che, Yi He, Xuewei Feng, Kun Sun, Ke Xu, Qi Li
2024ECOOPLearning Gradual Typing Performance.Mohammad Wahiduzzaman Khan, Sheng Chen, Yi He
2024HCIDynamic Labeling: A Control System for Labeling Styles in Image Annotation Tasks.Chia-Ming Chang, Yi He, Xusheng Du, Xi Yang, Haoran Xie
2024ICASSPSpeaker-Adaptive Lipreading Via Spatio-Temporal Information Learning.Yi He, Lei Yang, Hanyi Wang, Yun Zhu, Shilin Wang
2024ICDESeparation Is for Better Reunion: Data Lake Storage at Huawei.Xin Tang, Chengliang Chai, Dawei Zhao, Haohai Ma, Yong Zheng, Zhenyong Fan, Xin Wu, Jiaquan Zhang, Rui Zhang, Duanshun Li, Yi He, Keji Huang, Guangbin Meng, Yidong Wang, Yuefeng Zhou, Tao Tao, Lirong Jian, Jiwu Shu, Yuping Wang, Ye Yuan, Guoren Wang, Guoliang Li
2024ICDMUrban Functional Zone Delineation Aided by Vision Foundation Models.Heng Lian, Yi He
2024ICDMUtilitarian Online Learning from Open-World Soft Sensing.Heng Lian, Yu Huang, Xingquan Zhu, Yi He
2024ICDMDifferential Evolution Integrated Hybrid Deep Learning Model for Object Detection in Pre-made Dishes.Lujia Lv, Di Wu, Yangyi Xia, Jia Wu, Xiaojing Liu, Yi He
2024ICIPPersonatalk: Preserving Personalized Dynamic Speech Style In Talking Face Generation.Qianxi Lu, Yi He, Shilin Wang
2024ICONIPAsterisk Sparse Convolutional Networks for 3D Object Detection.Cheng Lu, Chao Yang, Jianmei Su, Yi He, Yong Jiang
2024IWQoSTaLB: Tensor-aware Load Balancing for Distributed DNN Training Acceleration.Jinbin Hu, Yi He, Wangqing Luo, Jiawei Huang, Jianxin Wang, Jin Wang
2024NDSSFrom Hardware Fingerprint to Access Token: Enhancing the Authentication on IoT Devices.Yue Xiao, Yi He, Xiaoli Zhang, Qian Wang, Renjie Xie, Kun Sun, Ke Xu, Qi Li
2024WWWQUIC is not Quick Enough over Fast Internet.Xumiao Zhang, Shuowei Jin, Yi He, Ahmad Hassan, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
2024SDMRobust Sparse Online Learning for Data Streams with Streaming Features.Zhong Chen, Yi He, Di Wu, Huixin Zhan, Victor S. Sheng, Kun Zhang
2023AAAIExploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract).Yi He, Wenxin Tai, Fan Zhou, Yi Yang
2023AAAIOnline Random Feature Forests for Learning in Varying Feature Spaces.Christian Schreckenberger, Yi He, Stefan Ldtke, Christian Bartelt, Heiner Stuckenschmidt
2023AAAIOnline Semi-supervised Learning with Mix-Typed Streaming Features.Di Wu, Shengda Zhuo, Yu Wang, Zhong Chen, Yi He
2023CHIReviewing and Reflecting on Smart Home Research from the Human-Centered Perspective.Yuan Yao, Li Huang, Yi He, Zhijun Ma, Xuhai Xu, Haipeng Mi
2023ETSUnderstanding Permanent Hardware Failures in Deep Learning Training Accelerator Systems.Yi He, Yanjing Li
2023GLOBECOMReconfigurable Intelligent Surface Assisted Transmitter Pre-Coding Spatial Modulation.Fei Yu, Chaowen Liu, Menghan Lin, Tong-Xing Zheng, Yi He, Boyang Liu, Guangyue Lu
2023ICA3PPDeep Reinforcement Learning Based Load Balancing for Heterogeneous Traffic in Datacenter Networks.Jinbin Hu, Wangqing Luo, Yi He, Jin Wang, Dengyong Zhang
2023ICASSPReducing Language Confusion for Code-Switching Speech Recognition with Token-Level Language Diarization.Hexin Liu, Haihua Xu, Leibny Paola Garca, Andy W. H. Khong, Yi He, Sanjeev Khudanpur
2023ICDMOnline Change Point Detection in Open Feature Spaces.Yixiang Tang, Yi He
2023ICDMIKGN: Intention-aware Knowledge Graph Network for POI Recommendation.Xiaoyu Zhu, Chenyang Bu, Bingbing Dong, Shengwei Ji, Yi He, Xindong Wu
2023ICPPRLB: Reordering-Robust Load Balancing in Lossless Datacenter Networks.Jinbin Hu, Yi He, Jin Wang, Wangqing Luo, Jiawei Huang
2023IJCAITowards Utilitarian Online Learning - A Review of Online Algorithms in Open Feature Space.Yi He, Christian Schreckenberger, Heiner Stuckenschmidt, Xindong Wu
2023IMCPoster: QUIC is not Quick Enough over Fast Internet.Xumiao Zhang, Shuowei Jin, Yi He, Ahmad Hassan, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
2023InterspeechImproving Frame-level Classifier for Word Timings with Non-peaky CTC in End-to-End Automatic Speech Recognition.Xianzhao Chen, Yist Y. Lin, Kang Wang, Yi He, Zejun Ma
2023InterspeechKnowledge Distillation Approach for Efficient Internal Language Model Estimation.Zhipeng Chen, Haihua Xu, Yerbolat Khassanov, Yi He, Lu Lu, Zejun Ma, Ji Wu
2023InterspeechRandom Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition.Yist Y. Lin, Tao Han, Haihua Xu, Van Tung Pham, Yerbolat Khassanov, Tze Yuang Chong, Yi He, Lu Lu, Zejun Ma
2023ISCAUnderstanding and Mitigating Hardware Failures in Deep Learning Training Systems.Yi He, Mike Hutton, Steven Chan, Robert De Gruijl, Rama Govindaraju, Nishant Patil, Yanjing Li
2023IUIEfficient Human-in-the-loop System for Guiding DNNs Attention.Yi He, Xi Yang, Chia-Ming Chang, Haoran Xie, Takeo Igarashi
2023VTCCovert Wireless Communication Against Surveillance With Detection and Localization.Menghan Lin, Chaowen Liu, Tong-Xing Zheng, Yi He, Wenjie Wang
2022CWSketch-based City Generation Using Procedural Modeling and Generative Model.Junya Kanda, Yi He, Haoran Xie, Kazunori Miyata
2022DASFAAToward Auto-Learning Hyperparameters for Deep Learning-Based Recommender Systems.Bo Sun, Di Wu, Mingsheng Shang, Yi He
2022ICDEFrom Batch Processing to Real Time Analytics: Running Presto at Scale.Zhenxiao Luo, Lu Niu, Venki Korukanti, Yutian Sun, Masha Basmanova, Yi He, Beinan Wang, Devesh Agrawal, Hao Luo, Chunxu Tang, Ashish Singh, Yao Li, Peng Du, Girish Baliga, Maosong Fu
2022InterspeechInternal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR.Yufei Liu, Rao Ma, Haihua Xu, Yi He, Zejun Ma, Weibin Zhang
2022ITCAchieving Automotive Safety Requirements through Functional In-Field Self-Test for Deep Learning Accelerators.Takumi Uezono, Yi He, Yanjing Li
2022UICOR-AutoRec: An Outlier-Resilient Autoencoder-based Recommendation model.Yuanpeng Hu, Xianmin Wang, Cheng Liang, Jing Li, Di Wu, Yi He
2022UICAutoRec++: Incorporating Debias Methods into Autoencoder-based Recommender System.Cheng Liang, Yi He, Teng Huang, Di Wu
2022VTSSpecial Session: On the Reliability of Conventional and Quantum Neural Network Hardware.Mehdi Sadi, Yi He, Yanjing Li, Mahabubul Alam, Satwik Kundu, Swaroop Ghosh, Javad Bahrami, Naghmeh Karimi
2021AAAIOnline Learning in Variable Feature Spaces under Incomplete Supervision.Yi He, Xu Yuan, Sheng Chen, Xindong Wu
2021CSCWDTime-aware Neural Collaborative Filtering with Multi-dimensional Features on Academic Paper Recommendation.Yibo Lu, Yi He, Yixiang Cai, Zelin Peng, Yong Tang
2021ICDMOnline Learning in Variable Feature Spaces with Mixed Data.Yi He, Jiaxian Dong, Bo-Jian Hou, Yu Wang, Fei Wang
2021IJCAIInterpretable Minority Synthesis for Imbalanced Classification.Yi He, Fudong Lin, Xu Yuan, Nian-Feng Tzeng
2021INFOCOMRuledger: Ensuring Execution Integrity in Trigger-Action IoT Platforms.Jingwen Fan, Yi He, Bo Tang, Qi Li, Ravi S. Sandhu
2021InterspeechEmitting Word Timings with HMM-Free End-to-End System in Automatic Speech Recognition.Xianzhao Chen, Hao Ni, Yi He, Kang Wang, Zejun Ma, Zongxia Xie
2021ISCASRadar Update (RUPT): A Pedestrian Navigation System with Enhanced Trajectory Performance.Yuquan Dai, Kemeng Li, Jin Chai, Zhuoling Xiao, Bo Yan, Yi He, Wenyu Peng
2021ITCEfficient Functional In-Field Self-Test for Deep Learning Accelerators.Yi He, Takumi Uezono, Yanjing Li
2021MICCAISequenceGAN: Generating Fundus Fluorescence Angiography Sequences from Structure Fundus Image.Wanyue Li, Yi He, Wen Kong, Jing Wang, Guohua Deng, Yiwei Chen, Guohua Shi
2021MICCAIAsymmetric 3D Context Fusion for Universal Lesion Detection.Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni
2021PRICAIOnline Discriminative Semantic-Preserving Hashing for Large-Scale Cross-Modal Retrieval.Jinhan Yi, Yi He, Xin Liu
2021WWWUnsupervised Lifelong Learning with Curricula.Yi He, Sheng Chen, Baijun Wu, Xu Yuan, Xindong Wu
2021SIGIRCross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval.Yi He, Xin Liu, Yiu-Ming Cheung, Shu-Juan Peng, Jinhan Yi, Wentao Fan
2020ECAIOn Partial Multi-Task Learning.Yi He, Baijun Wu, Di Wu, Xindong Wu
2020ECAIOnline Learning to Accelerate Neural Network Inference with Traveling Classifiers.Ege Beyazit, Yi He, Nian-Feng Tzeng, Xindong Wu
2020ICDMActive Learning with Multi-Granular Graph Auto-Encoder.Yi He, Xu Yuan, Nian-Feng Tzeng, Xindong Wu
2020IJCNNLearning with Partial Multi-Outlooks.Jing Chen, Yi He, Vijay Raghavan
2020MICCAIAn Unsupervised Adversarial Learning Approach to Fundus Fluorescein Angiography Image Synthesis for Leakage Detection.Wanyue Li, Yi He, Jing Wang, Wen Kong, Yiwei Chen, Guohua Shi
2020MICCAIAlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes.Jiancheng Yang, Yi He, Xiaoyang Huang, Jingwei Xu, Xiaodan Ye, Guangyu Tao, Bingbing Ni
2020MICROFIdelity: Efficient Resilience Analysis Framework for Deep Learning Accelerators.Yi He, Prasanna Balaprakash, Yanjing Li
2020SDMDeep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs.Yi He, Sheng Chen, Thu Nguyen, Bruce A. Wade, Xindong Wu
2019ICCVSemi-Supervised Skin Detection by Network With Mutual Guidance.Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu, Guanbin Li, Risheng Liu, Jue Wang
2019ICCVSVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval.Qing-Yuan Jiang, Yi He, Gen Li, Jian Lin, Lei Li, Wu-Jun Li
2019IJCAIOnline Learning from Capricious Data Streams: A Generative Approach.Yi He, Baijun Wu, Di Wu, Ege Beyazit, Sheng Chen, Xindong Wu
2019ITCTime-Slicing Soft Error Resilience in Microprocessors for Reliable and Energy-Efficient Execution.Yi He, Yanjing Li
2019PAKDDA Data-Aware Latent Factor Model for Web Service QoS Prediction.Di Wu, Xin Luo, Mingsheng Shang, Yi He, Guoyin Wang, Xindong Wu
2019SMCA Novel Approach for State Estimation Using Generative Adversarial Network.Yi He, Songjian Chai, Zhao Xu
2018IJCAIToward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization.Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo
2018ICTAISupervised Data Synthesizing and Evolving - A Framework for Real-World Traffic Crash Severity Classification.Yi He, Di Wu, Ege Beyazit, Xiaoduan Sun, Xindong Wu
2017CCSVulnerable Implicit Service: A Revisit.Lingguang Lei, Yi He, Kun Sun, Jiwu Jing, Yuewu Wang, Qi Li, Jian Weng
2017CISMulti-hop Based Centrality of a Path in Complex Network.Lingjie Zhou, Yong Zeng, Yi He, Zhongyuan Jiang, Jianfeng Ma
2017SecureCommLinkFlow: Efficient Large-Scale Inter-app Privacy Leakage Detection.Yi He, Qi Li, Kun Sun
2016IPCCCDetecting and defending against inter-app permission leaks in android apps.Yi He, Qi Li
2016IPCCCCrashFuzzer: Detecting input processing related crash bugs in android applications.Aimin Zhang, Yi He, Yong Jiang
2012HPCCFully Distributed On-chip Instruction Memory Design for Stream Architecture Based on Field-Divided VLIW Compression.Yi He, Maolin Guan, Chunyuan Zhang, Tian Tian, Qianming Yang
2010ASPDACCo-optimization of memory access and task scheduling on MPSoC architectures with multi-level memory.Yi He, Chun Jason Xue, Cathy Qun Xu, Edwin Hsing-Mean Sha
2010ASPDACEnergy efficient joint scheduling and multi-core interconnect design.Cathy Qun Xu, Chun Jason Xue, Yi He, Edwin Hsing-Mean Sha
2010DACReducing write activities on non-volatile memories in embedded CMPs via data migration and recomputation.Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Yi He, Meikang Qiu, Edwin Hsing-Mean Sha
2010DSDSoftware Managed Instruction Scratchpad Memory Optimization in Stream Architecture Based on Hot Code Analysis of Kernels.Yi He, Ju Ren, Mei Wen, Qianming Yang, Nan Wu, Chunyuan Zhang
2009HiPCCache streamization for high performance stream processor.Nan Wu, Mei Wen, Ju Ren, Yi He, Changqing Xun, Wei Wu, Chunyuan Zhang
2009MASSReprogramming with Minimal Transferred Data on Wireless Sensor Network.Jingtong Hu, Chun Xue, Yi He, Edwin Hsing-Mean Sha
2008EUCDynamic and Leakage Power Minimization with Loop Voltage Scheduling and Assignment.Meikang Qiu, Jiande Wu, Jingtong Hu, Yi He, Edwin Hsing-Mean Sha
2006APSCCProcess Computing of Complaint Service Management in Reverse Logistics.Yi He, Zhixue Liu
2006ISDAA Synthetic Dynamic Decision-making Model and Its Application.Yi He, Zhixue Liu
2005AINAA Parallel Tabu Search Approach Based on Genetic Crossover Operation.Yi He, Yuhui Qiu, Guangyuan Liu, Kaiyou Lei
2005ISADSA novel forward search strategy to automatically harmonize intensification and diversification in tabu search.Kaiyou Lei, Fang Wang, Yuhui Qiu, Guangyuan Liu, Yi He
2005ISNNOptimizing Weights of Neural Network Using an Adaptive Tabu Search Approach.Yi He, Yuhui Qiu, Guangyuan Liu, Kaiyou Lei
2005WSCA computer simulation model of container movement by sea.Johan J. van Rensburg, Yi He, Anton J. Kleywegt
2003ACSACDefending Embedded Systems Against Buffer Overflow via Hardware/Software.Zili Shao, Qingfeng Zhuge, Yi He, Edwin Hsing-Mean Sha