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Linqi Song

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

92

Venues

24

Active years

2014–2026

Best venue rank

A*

Where they publish

Papers

92 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLOn Temperature-Constrained Non-Deterministic Machine Translation: Potential and Evaluation.Weichuan Wang, Mingyang Liu, Chen Ma, Linqi Song
2026ACLMemo-SQL: Structured Decomposition and Experience-Driven Self-Correction for Training-Free NL2SQL.Zerui Yang, Weichuan Wang, Yanwei Xu, Linqi Song, Yudai Matsuda, Wei Han, Bo Bai
2026ISITTowards Ciphertext-Efficient LWE: Learning With Sampling over Sublattices.Shanxiang Lyu, Ling Liu, Yong Li, Linqi Song
2026ISITFR-BCH Codes for Fine-Grained Rate Adaptation.Qianfan Wang, Yiwen Wang, Jifan Liang, Linqi Song, Xiao Ma
2026ISITResidual Sphere-Packing Bounds for Binary Linear Codes via Puncturing on Minimum-Weight Supports.Qianfan Wang, Yiwen Wang, Linqi Song, Xiao Ma
2026ISITAutomorphism-Enhanced GCD Algorithm for Polar Codes.Qianfan Wang, Xiangping Zheng, Yiwen Wang, Peihong Yuan, Linqi Song, Xiao Ma
2026ISITFaster-than-Nyquist Signaling for Nonlinear SWIPT with Finite-Alphabet Inputs.Jiayi Yang, Qianfan Wang, Shuangyang Li, Linqi Song, Xiao Ma, Giuseppe Caire
2026WCNCGE-Free BP-OSD for Short 5G LDPC Codes.Qianfan Wang, Yiwen Wang, Jiayi Yang, Linqi Song, Xiao Ma
2026WCNCGaussian Elimination-Free OSD via Pre-Stored Matrices.Yiwen Wang, Qianfan Wang, Xiangping Zheng, Linqi Song, Xiao Ma
2026WCNCGeneralizing the Outage Minimization Problem in Wireless Random Caching: An Alpha Utility Perspective for Managing Content Popularity-QoS Disparity.Kuan Wu, Qianfan Wang, Linqi Song
2025ACLSens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models.Shuqi Liu, Han Wu, Bowei He, Xiongwei Han, Mingxuan Yuan, Linqi Song
2025EMNLPWhat Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning.Gangwei Jiang, Yahui Liu, Zhaoyi Li, Wei Bi, Fuzheng Zhang, Linqi Song, Ying Wei, Defu Lian
2025GLOBECOMReduced-Complexity Guessing Codeword Decoding of BCH Codes with Most Reliable Cyclic Basis.Yiwen Wang, Qianfan Wang, Xiangping Zheng, Linqi Song, Xiao Ma
2025ICASSPDiffETM: Diffusion Process Enhanced Embedded Topic Model.Wei Shao, Mingyang Liu, Linqi Song
2025ICCVVOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking.Zekun Qian, Ruize Han, Junhui Hou, Linqi Song, Wei Feng
2025ICLRUnlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning.Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei
2025ICLROptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling.Zhicheng Yang, Yiwei Wang, Yinya Huang, Zhijiang Guo, Wei Shi, Xiongwei Han, Liang Feng, Linqi Song, Xiaodan Liang, Jing Tang
2025ICLRDetermine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling.Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song
2025PAKDDmHMG-DTI: A Drug-Target Interaction Prediction Framework Combining Modified Hierarchical Molecular Graphs and Improved Convolutional Block Attention Module.Zerui Yang, Yinqiao Li, Yudai Matsuda, Linqi Song
2025WWWRALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning.Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song
2024ACLCLOMO: Counterfactual Logical Modification with Large Language Models.Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2024ACLUnderstanding and Patching Compositional Reasoning in LLMs.Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei
2024ACLBi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining.Shuqi Liu, Bowei He, Linqi Song
2024ACLProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models.Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
2024ACLBenchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation.Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao
2024CECMultiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System.Xilei Wu, Pei-Qiu Huang, Linqi Song, Hai-Lin Liu, Qingfu Zhang
2024CECMultiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results.Xiaoming Xue, Liang Feng, Cuie Yang, Songbai Liu, Linqi Song, Kay Chen Tan
2024CVPRMoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-Wise Pruning Error Metric.Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun
2024EMNLPLoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation.Yinqiao Li, Linqi Song, Hanxu Hou
2024EMNLPMitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing.Weichuan Wang, Zhaoyi Li, Defu Lian, Chen Ma, Linqi Song, Ying Wei
2024ICASSPLarge Language Models Augmented Rating Prediction in Recommender System.Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song
2024ICLRMUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data.Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang
2024ICLRMathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2024ICLRSolving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2024ICPADSOptimal Power Control for Over-the-Air Federated Learning with Gradient Compression.Mengzhe Ruan, Yunhe Li, Weizhou Zhang, Linqi Song, Weitao Xu
2024IJCNNHeterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis.Yao Hu, Rui Liu, Jiaqi Zhang, Zhi-An Huang, Linqi Song, Kay Chen Tan
2024ISITTight Lower Bound on Cross-Rack Update Bandwidth and Explicit Constructions.Zhengyi Jiang, Bin Yu, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou
2024ISITReed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity.Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2024ISITNew EVENODD+ Codes with More Flexible Parameters and Lower Complexity.Panyu Zhu, Jingjie Lv, Yunghsiang S. Han, Linqi Song, Hanxu Hou
2024ITWNew Cauchy MDS Array Codes with Flexible Sub-Packetization and Efficient Decoding.Peikai Li, Jingjie Lv, Linqi Song, Li Zhang, Hanxu Hou
2024ITWOn the I/O Cost of Linear Repair Schemes for Arbitrary $(n,k)$ Reed-Solomon Codes.Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2024ITWAddressing Fluctuating Stragglers in Distributed Matrix Multiplication via Fountain Codes.Siyuan Wang, Jianping Wang, Linqi Song
2024ITWTowards Quantum-Safe Distributed Learning via Homomorphic Encryption: Learning with Gradients.Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song
2024ITWTruncated Non-Uniform Quantization for Distributed SGD.Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Congduan Li, Linqi Song
2024VTCLightweight Instantly Decodable Network Coding in Wireless Broadcast.Le Wang, Rina Su, Qifu Tyler Sun, Shaoteng Liu, Zhongshan Zhang, Linqi Song
2024WWWCan LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery.Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
2023ACLVCSUM: A Versatile Chinese Meeting Summarization Dataset.Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song
2023CIKMImproving Long-Tail Item Recommendation with Graph Augmentation.Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song
2023EMNLPReconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts.Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song
2023EMNLPFine-grained Conversational Decoding via Isotropic and Proximal Search.Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song
2023GLOBECOMAdaptive Top- K in SGD for Communication-Efficient Distributed Learning.Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2023ICLRLearning Locality and Isotropy in Dialogue Modeling.Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song
2023ICONIPA Framework of Large-Scale Peer-to-Peer Learning System.Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song
2022ACLA Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings.Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song
2022CIKMPersonalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.Sichun Luo, Yuanzhang Xiao, Linqi Song
2022CIKMHySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
2022GLOBECOMFederated Multi-Armed Bandits With Vector Rewards for Aspect-Based Recommendations.Zengyan Liu, Linqi Song, Christina Fragouli
2022ICDCSByzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering.Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan
2022ICDCSVehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications.Huanqi Yang, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya, Linqi Song, Weitao Xu
2022IJCNNA Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans.Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Linqi Song, Kay Chen Tan
2022IJCNNTowards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models.Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
2022NAACLZero-shot Cross-lingual Conversational Semantic Role Labeling.Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
2022WCNCFederated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty.Tan Li, Linqi Song
2021ACLDomain-Adaptive Pretraining Methods for Dialogue Understanding.Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021EMNLPCSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling.Han Wu, Kun Xu, Linqi Song
2021ICISRacial Bias During "Black Lives Matter": How Social Movement Reshapes Airbnb Host Performance.Tong Xu, Angela Lu, Abhay Mishra, Linqi Song, Zengyan Liu
2021ICPADSPredicting Downside in Stock Market Using Knowledge and News Data.Xinlin Li, Shuqi Liu, Xinyi Zhang, Linqi Song
2021INFOCOMLive Gradient Compensation for Evading Stragglers in Distributed Learning.Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan
2021ISITCoded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations.Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song
2021MASSDQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning.Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song
2020EMNLPSemantic Role Labeling Guided Multi-turn Dialogue ReWriter.Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020ISITOn Secrecy Key of a class of Secure Asymmetric Multilevel Diversity Coding System.Congduan Li, Jingliang He, Shiqiu Liu, Dongliang Guo, Linqi Song
2020ISITFederated Recommendation System via Differential Privacy.Tan Li, Linqi Song, Christina Fragouli
2020WCNCCoded Caching with Heterogeneous User Groups.Jingliang He, Congduan Li, Linqi Song
2019CCSBayesian Stackelberg Game for Risk-aware Edge Computation Offloading.Yang Bai, Lixing Chen, Linqi Song, Jie Xu
2019GLOBECOMPrivacy-Aware Edge Computing Based on Adaptive DNN Partitioning.Chengshuai Shi, Lixing Chen, Cong Shen, Linqi Song, Jie Xu
2019GLOBECOMPreventing Malware Propagation in D2D Offloading Networks with Strategic Mobile Users.Letian Zhang, Linqi Song, Jie Xu
2019ISITData Encoding Methods for Byzantine-Resilient Distributed Optimization.Deepesh Data, Linqi Song, Suhas N. Diggavi
2019ISITInteractions Between Learning and Broadcasting in Wireless Recommendation Systems.Linqi Song, Christina Fragouli, Devavrat Shah
2018ISITPrivacy in Index Coding: Improved Bounds and Coding Schemes.Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2018ISITDistributed Computing Trade-offs with Random Connectivity.Sundara Rajan Srinivasavaradhan, Linqi Song, Christina Fragouli
2018ITWDynamic Edge Caching with Popularity Drifting.Linqi Song, Jie Xu
2018ITWRecommender Systems over Wireless: Challenges and Opportunities.Linqi Song, Christina Fragouli, Devavrat Shah
2017ISITPrivate Broadcasting: An index coding approach.Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2017ISITMaking recommendations bandwidth aware.Linqi Song, Christina Fragouli
2017ISITA pliable index coding approach to data shuffling.Linqi Song, Christina Fragouli, Tianchu Zhao
2017ITWPreserving privacy while broadcasting: K-limited-access schemes.Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2017ITWThe benefit of being flexible in distributed computation.Linqi Song, Sundara Rajan Srinivasavaradhan, Christina Fragouli
2016ISITA polynomial-time algorithm for pliable index coding.Linqi Song, Christina Fragouli
2014GLOBECOMContext-driven online learning for activity classification in wireless health.Jie Xu, James Y. Xu, Linqi Song, Gregory J. Pottie, Mihaela van der Schaar
2014ICASSPClustering based online learning in recommender systems: A bandit approach.Linqi Song, Cem Tekin, Mihaela van der Schaar
2014ICASSPNon-stationary demand side management method for smart grids.Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar