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Jiaming Xu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

90

Venues

33

Active years

2010–2026

Best venue rank

A*

Where they publish

Papers

90 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIMoSs: Mixture of Scales for Efficient High-Resolution Autoregressive Image Generation.Yaoxiu Lian, Hao Liang, Zhihong Gou, Yijia Zhang, Jiaming Xu, Guohao Dai, Ningyi Xu
2026AAAISpecDiff: Accelerating Diffusion Model Inference with Self-Speculation.Jiayi Pan, Jiaming Xu, Yongkang Zhou, Guohao Dai
2026AAAIFrom Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks.Changpeng Yang, Jinyang Wu, Yuchen Liu, Shuai Zhang, Yang Li, Qiliang Liang, Hongzhen Wang, Shuai Nie, Jiaming Xu, Runyu Shi, Ying Huang, Guoquan Zhang
2026ACLProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction.Wenda Liu, Zhigang Song, Shuai Nie, Guangyao Liu, Lisung Chen, Binyu Yang, Yaran Chen, Peng Zhou, Hongzhen Wang, Yuchen Liu, Wenyue Hu, Jiaming Xu, Runyu Shi, Ying Huang
2026ASPDACBalanceGS: Algorithm-System Co-design for Efficient 3D Gaussian Splatting Training on GPU.Junyi Wu, Jiaming Xu, Jinhao Li, Yongkang Zhou, Jiayi Pan, Xingyang Li, Guohao Dai
2026ASPDACSpAct-NDP: Efficient LLM Inference via Sparse Activation on NDP-GPU Heterogeneous Architecture.Jiaming Xu, Tongxin Xie, Yongkang Zhou, Jinhao Li, Yaoxiu Lian, Zhenhua Zhu, Yu Wang, Guohao Dai
2026ASPLOSUntitled recordJiaming Xu, Jiayi Pan, Hanzhen Wang, Yongkang Zhou, Jiancai Ye, Yu Wang, Guohao Dai
2025ASPDACLLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration.Shan Huang, Jinhao Li, Zhen Yu, Jiancai Ye, Jiaming Xu, Ningyi Xu, Guohao Dai
2025ASPDACAccelerator for LLM-Enhanced GNN with Product Quantization and Unified Indexing.Jiaming Xu, Jinhao Li, Jun Liu, Hao Zhou, Guohao Dai
2025CIKMSG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive Filtering.Jiancai Ye, Jun Liu, Haoyu Zhang, Maojia Sheng, Tao Yang, Jiaming Xu, Jinhao Li, Yu Wang, Guohao Dai
2025COLTA Proof of The Changepoint Detection Threshold Conjecture in Preferential Attachment Models.Hang Du, Shuyang Gong, Jiaming Xu
2025COLT"All-Something-Nothing" Phase Transitions in Planted k-Factor Recovery (Extended Abstract).Julia Gaudio, Colin Sandon, Jiaming Xu, Dana Yang
2025COLTThe Planted Spanning Tree Problems: Exact Overlap Characterization via Local Weak Convergence Extended Abstract.Mehrdad Moharrami, Cristopher Moore, Jiaming Xu
2025DACA Cross-model Fusion-aware Framework for Optimizing (gather-matmul-scatter)s Workload.Yaoxiu Lian, Zhihong Gou, Yibo Han, Zhongming Yu, Jiaming Xu, Sheng Yuan, Zhilin Pei, Xingcheng Zhang, Ningyi Xu, Guohao Dai
2025DATEDyLGNN: Efficient LM-GNN Fine-Tuning with Dynamic Node Partitioning, Low-Degree Sparsity, and Asynchronous Sub-Batch.Zhen Yu, Jinhao Li, Jiaming Xu, Shan Huang, Jiancai Ye, Ningyi Xu, Guohao Dai
2025ICRALearning Coordinated Bimanual Manipulation Policies Using State Diffusion and Inverse Dynamics Models.Haonan Chen, Jiaming Xu, Lily Sheng, Tianchen Ji, Shuijing Liu, Yunzhu Li, Katherine Driggs-Campbell
2025ISCASpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting.Jiaming Xu, Jiayi Pan, Yongkang Zhou, Siming Chen, Jinhao Li, Yaoxiu Lian, Junyi Wu, Guohao Dai
2024ICCADMARCA: Mamba Accelerator with Reconfigurable Architecture.Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai
2024ICCADFast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization.Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai
2024IJCNNOSAgent: Copiloting Operating System with LLM-based Agent.Jiaming Xu, Kaibin Guo, Wuxuan Gong, Runyu Shi
2024ISITSharp Information-Theoretic Thresholds for Shuffled Linear Regression.Leon Lufkin, Yihong Wu, Jiaming Xu
2023ICCADTSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency.Jun Liu, Guohao Dai, Hao Xia, Lidong Guo, Xiangsheng Shi, Jiaming Xu, Huazhong Yang, Yu Wang
2023ICMLSeedGNN: Graph Neural Network for Supervised Seeded Graph Matching.Liren Yu, Jiaming Xu, Xiaojun Lin
2023STOCRandom Graph Matching at Otter's Threshold via Counting Chandeliers.Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu
2023SIGMETRICSConstant Regret Primal-Dual Policy for Multi-way Dynamic Matching.Yehua Wei, Jiaming Xu, Sophie H. Yu
2022COLTRandom Graph Matching in Geometric Models: the Case of Complete Graphs.Haoyu Wang, Yihong Wu, Jiaming Xu, Israel Yolou
2021AISTATSOptimal query complexity for private sequential learning against eavesdropping.Jiaming Xu, Kuang Xu, Dana Yang
2021AISTATSOne-pass Stochastic Gradient Descent in overparametrized two-layer neural networks.Hanjing Zhu, Jiaming Xu
2021ICASSPWase: Learning When to Attend for Speaker Extraction in Cocktail Party Environments.Yunzhe Hao, Jiaming Xu, Peng Zhang, Bo Xu
2021ICASSPSpeaker and Direction Inferred Dual-Channel Speech Separation.Chenxing Li, Jiaming Xu, Nima Mesgarani, Bo Xu
2021ICMLLearner-Private Convex Optimization.Jiaming Xu, Kuang Xu, Dana Yang
2021IJCNNTowards Modeling Auditory Restoration in Noisy Environments.Yating Huang, Yunzhe Hao, Jiaming Xu, Bo Xu
2021IJCNNAudio-Visual Speech Separation with Visual Features Enhanced by Adversarial Training.Peng Zhang, Jiaming Xu, Jing Shi, Yunzhe Hao, Lei Qin, Bo Xu
2021InterspeechMIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation.Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu
2021ISITSettling the Sharp Reconstruction Thresholds of Random Graph Matching.Yihong Wu, Jiaming Xu, Sophie H. Yu
2021SIGMETRICSThe Power of D-hops in Matching Power-Law Graphs.Liren Yu, Jiaming Xu, Xiaojun Lin
2020AAAIDMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog.Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou
2020AAAIAutomatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews.Jiaming Xu, Bo Tang, Xiao Liu, Feiyu Xiong
2020COLTConsistent recovery threshold of hidden nearest neighbor graphs.Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang
2020ICMLSpectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory.Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu
2020IJCAILISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition.Xiang Cheng, Yunzhe Hao, Jiaming Xu, Bo Xu
2020InterspeechSpeaker-Conditional Chain Model for Speech Separation and Extraction.Jing Shi, Jiaming Xu, Yusuke Fujita, Shinji Watanabe, Bo Xu
2020InterspeechA Unified Framework for Low-Latency Speaker Extraction in Cocktail Party Environments.Yunzhe Hao, Jiaming Xu, Jing Shi, Peng Zhang, Lei Qin, Bo Xu
2019ACLA Working Memory Model for Task-oriented Dialog Response Generation.Xiuyi Chen, Jiaming Xu, Bo Xu
2019COLTThe All-or-Nothing Phenomenon in Sparse Linear Regression.Galen Reeves, Jiaming Xu, Ilias Zadik
2019InterspeechWhich Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation.Jing Shi, Jiaming Xu, Bo Xu
2019KDDPOG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion.Wen Chen, Pipei Huang, Jiaming Xu, Xin Guo, Cheng Guo, Fei Sun, Chao Li, Andreas Pfadler, Huan Zhao, Binqiang Zhao
2019NAACLThe World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding.Yiqun Yao, Jiaming Xu, Bo Xu
2019SODASeeded Graph Matching via Large Neighborhood Statistics.Elchanan Mossel, Jiaming Xu
2019SIGMETRICSSecuring Distributed Gradient Descent in High Dimensional Statistical Learning.Lili Su, Jiaming Xu
2019SIGMETRICSImproved Queue-Size Scaling for Input-Queued Switches via Graph Factorization.Jiaming Xu, Yuan Zhong
2018AAAIModeling Attention and Memory for Auditory Selection in a Cocktail Party Environment.Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu
2018EMNLPCascaded Mutual Modulation for Visual Reasoning.Yiqun Yao, Jiaming Xu, Feng Wang, Bo Xu
2018ICMLRates of Convergence of Spectral Methods for Graphon Estimation.Jiaming Xu
2018IJCAIListen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation.Jing Shi, Jiaming Xu, Guangcan Liu, Bo Xu
2018IJCNNDistilled Binary Neural Network for Monaural Speech Separation.Xiuyi Chen, Guangcan Liu, Jing Shi, Jiaming Xu, Bo Xu
2018IJCNNImproving Speech Separation with Adversarial Network and Reinforcement Learning.Guangcan Liu, Jing Shi, Xiuyi Chen, Jiaming Xu, Bo Xu
2018ITAIntegrating Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs.Wei-Kang Hsu, Jiaming Xu, Xiaojun Lin, Mark R. Bell
2018TrustComA Compact, Lightweight and Low-Cost 8-Bit Datapath AES Circuit for IoT Applications in 28nm CMOS.Minyi Lu, Ao Fan, Jiaming Xu, Weiwei Shan
2018TrustComDifferential Power Analysis of 8-Bit Datapath AES for IoT Applications.Jiaming Xu, Ao Fan, Minyi Lu, Weiwei Shan
2018SIGMETRICSDistributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent.Yudong Chen, Lili Su, Jiaming Xu
2017ICONIPHierarchical Hybrid Attention Networks for Chinese Conversation Topic Classification.Yujun Zhou, Changliang Li, Bo Xu, Jiaming Xu, Jie Cao, Bo Xu
2017ISITInformation-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization.Jess Banks, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, Jiaming Xu
2016COLINGHierarchical Memory Networks for Answer Selection on Unknown Words.Jiaming Xu, Jing Shi, Yiqun Yao, Suncong Zheng, Bo Xu, Bo Xu
2016COLINGText Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling.Peng Zhou, Zhenyu Qi, Suncong Zheng, Jiaming Xu, Hongyun Bao, Bo Xu
2016COLTSemidefinite Programs for Exact Recovery of a Hidden Community.Bruce E. Hajek, Yihong Wu, Jiaming Xu
2016COLTDensity Evolution in the Degree-correlated Stochastic Block Model.Elchanan Mossel, Jiaming Xu
2016IJCNNA Bidirectional Hierarchical Skip-Gram model for text topic embedding.Suncong Zheng, Hongyun Bao, Jiaming Xu, Yuexing Hao, Zhenyu Qi, Hongwei Hao
2016InterspeechTHU-EE System Description for NIST LRE 2015.Liang He, Yao Tian, Yi Liu, Jiaming Xu, Weiwei Liu, Cai Meng, Jia Liu
2016ISITInformation limits for recovering a hidden community.Bruce E. Hajek, Yihong Wu, Jiaming Xu
2016ITWMutual information in rank-one matrix estimation.Florent Krzakala, Jiaming Xu, Lenka Zdeborov
2015ACLSemantic Clustering and Convolutional Neural Network for Short Text Categorization.Peng Wang, Jiaming Xu, Bo Xu, Cheng-Lin Liu, Heng Zhang, Fangyuan Wang, Hongwei Hao
2015ACSSCAchieving exact cluster recovery threshold via semidefinite programming under the stochastic block model.Yihong Wu, Jiaming Xu, Bruce E. Hajek
2015CICLINGShort Text Hashing Improved by Integrating Multi-granularity Topics and Tags.Jiaming Xu, Bo Xu, Guanhua Tian, Jun Zhao, Fangyuan Wang, Hongwei Hao
2015COLTComputational Lower Bounds for Community Detection on Random Graphs.Bruce E. Hajek, Yihong Wu, Jiaming Xu
2015IJCAIConvolutional Neural Networks for Text Hashing.Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao
2015ISITAchieving exact cluster recovery threshold via semidefinite programming.Bruce E. Hajek, Yihong Wu, Jiaming Xu
2015ITWExact recovery threshold in the binary censored block model.Bruce E. Hajek, Yihong Wu, Jiaming Xu
2015NAACLShort Text Clustering via Convolutional Neural Networks.Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao
2015SIGMETRICSClustering and Inference From Pairwise Comparisons.Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massouli, Marc Lelarge, Bruce E. Hajek
2014COLTEdge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results.Jiaming Xu, Laurent Massouli, Marc Lelarge
2014ICASSPImproved phonotactic language recognition based on RNN feature reconstruction.Wei-Wei Liu, Wei-Qiang Zhang, Yongzhe Shi, An Ji, Jiaming Xu, Jia Liu
2014ICMLStatistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting.Yudong Chen, Jiaming Xu
2014ICONIPShort Text Hashing Improved by Integrating Topic Features and Tags.Jiaming Xu, Bo Xu, Jun Zhao, Guanhua Tian, Heng Zhang, Hongwei Hao
2014SIGMETRICSJointly clustering rows and columns of binary matrices: algorithms and trade-offs.Jiaming Xu, Rui Wu, Kai Zhu, Bruce E. Hajek, R. Srikant, Lei Ying
2013ICASSPSimplified domain transfer multiple kernel learning for language recognition.Jiaming Xu, Jia Liu, Shanhong Xia
2013ITWReconstruction in the labeled stochastic block model.Marc Lelarge, Laurent Massouli, Jiaming Xu
2012ISITThe supermarket game.Jiaming Xu, Bruce E. Hajek
2010GLOBECOMWhen Does the Wyner Model Accurately Describe an Uplink Cellular Network?Jiaming Xu, Jun Zhang, Jeffrey G. Andrews
2010ICNCA self-adaptive differential evolution algorithm for binary CSPs.Hongjie Fu, Dantong Ouyang, Jiaming Xu