Linqi Song

283 papers A* 17A 5B 40C 1Misc 5Journal 180Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
A UCB Bandit Algorithm for General ML-Based Estimators.
CoRR
Yajing Liu, Erkao Bao, Linqi Song
2026 J jnl
A self-modified hypergraph neural network for multimodal relation extraction.
Inf. Process. Manag.
Mingying Xu, Hong Zhong, Jie Liu, Linqi Song, Yinqiao Li, Lei Shi
2026 J jnl
BP-LCGCD: A Gaussian-Elimination-Free and High-Performance Decoder for Surface Codes.
IEEE Commun. Lett.
Qianfan Wang, Jifan Liang, Lvzhou Li, Linqi Song, Xiao Ma
2026 J jnl
Client Association and Resource Allocation for NOMA-Enabled Hierarchical Federated Learning With Non-IID Data.
IEEE Trans. Netw. Sci. Eng.
Tan Li, Linqi Song
2026 J jnl
Cross-Rack Update Bandwidth for Rack-Aware Storage Systems.
IEEE Trans. Commun.
Zhengyi Jiang, Bin Yu, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou
2026 J jnl
DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation.
CoRR
Guanzhi Deng, Bo Li, Ronghao Chen, Huacan Wang, Lijie Wen, Linqi Song
2026 J jnl
DSA-Tokenizer: Disentangled Semantic-Acoustic Tokenization via Flow Matching-based Hierarchical Fusion.
CoRR
Hanlin Zhang, Daxin Tan, Dehua Tao, Xiao Chen, Haochen Tan, Yunhe Li, Yuchen Cao, Jianping Wang, Linqi Song
2026 J jnl
Dual-perspective hypergraph learning network for multimodal entity and relation extraction.
Expert Syst. Appl.
Jie Liu, Hong Zhong, Mingying Xu, Baowen Wu, Linqi Song, Yinqiao Li, Lei Shi, Feifei Kou
2026 J jnl
Efficient Encoding/Decoding Algorithms for Irreducible Polynomial Remainder Codes via Additive FFT.
IEEE Trans. Commun.
Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Weitao Xu, Linqi Song, Hanxu Hou
2026 J jnl
Incremental Skyline Frequent-Utility Itemset Mining.
Expert Syst. J. Knowl. Eng.
Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan
2026 J jnl
Integrating Large Language Models Into Recommendation via Mutual Augmentation and Adaptive Aggregation.
IEEE J. Sel. Top. Signal Process.
Sichun Luo, Yuxuan Yao, Bowei He, Wei Shao, Jian Xu, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Hanxu Hou, Mingjie Zhan, Linqi Song
2026 J jnl
JMUCOD: Joint Maritime-Underwater Cross-Domain Object Detection Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Deyin Xu, Zhiping Xu, Lixiong Lin, Jiachun Zheng, Linqi Song, Zhifei Ji
2026 J jnl
LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning.
CoRR
Linquan Wu, Tianxiang Jiang, Yifei Dong, Haoyu Yang, Fengji Zhang, Shichaang Meng, Ai Xuan, Linqi Song, Jacky Keung
2026 J jnl
Memo-SQL: Structured Decomposition and Experience-Driven Self-Correction for Training-Free NL2SQL.
CoRR
Zerui Yang, Weichuan Wang, Yanwei Xu, Linqi Song, Yudai Matsuda, Wei Han, Bo Bai
2026 J jnl
Merging Beyond: Streaming LLM Updates via Activation-Guided Rotations.
CoRR
Yuxuan Yao, Haonan Sheng, Qingsong Lv, Han Wu, Shuqi Liu, Zehua Liu, Zengyan Liu, Jiahui Gao, Haochen Tan, Xiaojin Fu, Haoli Bai, Hing Cheung So, Zhijiang Guo, Linqi Song
2026 J jnl
On Temperature-Constrained Non-Deterministic Machine Translation: Potential and Evaluation.
CoRR
Weichuan Wang, Mingyang Liu, Linqi Song, Chen Ma
2026 J jnl
RALLRec+: Retrieval augmented large language model recommendation with reasoning.
Expert Syst. Appl.
Sichun Luo, Jian Xu, Xiaojie Zhang, Linrong Wang, Sicong Liu, Hanxu Hou, Linqi Song
2026 J jnl
Reasoning in Action: MCTS-Driven Knowledge Retrieval for Large Language Models.
CoRR
Shuqi Liu, Bowei He, Chen Ma, Linqi Song
2026 J jnl
Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models.
CoRR
Zhaoyi Li, Jiatong Li, Gangwei Jiang, Linqi Song, Defu Lian, Ying Wei
2026 J jnl
Subnetwork Knowledge Injection and Transferable Parameter Updating Strategy for Continual Learning of Vision-and-Language Tasks.
IEEE Trans. Artif. Intell.
Jiong Wang, Qing Zhang, Jie Liu, Kaifeng Nie, Ze Zhang, Linqi Song, Yinqiao Li
2026 J jnl
Towards Privacy-Preserving Machine Translation at the Inference Stage: A New Task and Benchmark.
CoRR
Wei Shao, Lemao Liu, Yinqiao Li, Guoping Huang, Shuming Shi, Linqi Song
2025 J jnl
1bit-Merging: Dynamic Quantized Merging for Large Language Models.
CoRR
Shuqi Liu, Han Wu, Bowei He, Zehua Liu, Xiongwei Han, Mingxuan Yuan, Linqi Song
2025 J jnl
3D Shape Completion on Unseen Categories: A Weakly-Supervised Approach.
IEEE Trans. Vis. Comput. Graph.
Lintai Wu, Junhui Hou, Linqi Song, Yong Xu
2025 B conf
A Cross-Modal Information Retrieval Framework Based on an Interactive Encoder and Re-Ranking Algorithm.
IEEE Big Data
Xiaoyan Zhou, Sichun Luo, Linqi Song, Hanxu Hou
2025 J jnl
A Scalable Test Problem Generator for Sequential Transfer Optimization.
IEEE Trans. Cybern.
Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
2025 J jnl
A Two-Stage Soft-Decision Decoding Algorithm for BCH Codes.
IEEE Trans. Commun.
Qianfan Wang, Yiwen Wang, Jifan Liang, Linqi Song, Xiao Ma
2025 J jnl
Accelerating Data Access for Single Node in Distributed Storage Systems via MDS Codes.
CoRR
Hao Shi, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2025 J jnl
Activation-Guided Consensus Merging for Large Language Models.
CoRR
Yuxuan Yao, Shuqi Liu, Zehua Liu, Qintong Li, Mingyang Liu, Xiongwei Han, Zhijiang Guo, Han Wu, Linqi Song
2025 J jnl
Communication-Efficient and Privacy-Adaptable Mechanism for Federated Learning.
CoRR
Chih Wei Ling, Youqi Wu, Jiande Sun, Cheuk Ting Li, Linqi Song, Weitao Xu
2025 J jnl
Cooperative Multi-Model Training for Personalized Federated Learning Over Heterogeneous Devices.
IEEE J. Sel. Top. Signal Process.
Jian Xu, Shuo Wan, Yinchuan Li, Sichun Luo, Zhilin Chen, Yunfeng Shao, Zhitang Chen, Shao-Lun Huang, Linqi Song
2025 A* conf
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling.
ICLR
Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song
2025 Misc conf
DiffETM: Diffusion Process Enhanced Embedded Topic Model.
ICASSP
Wei Shao, Mingyang Liu, Linqi Song
2025 J jnl
DiffETM: Diffusion Process Enhanced Embedded Topic Model.
CoRR
Wei Shao, Mingyang Liu, Linqi Song
2025 J jnl
DrugMCTS: a drug repurposing framework combining multi-agent, RAG and Monte Carlo Tree Search.
CoRR
Zerui Yang, Yuwei Wan, Siyu Yan, Yudai Matsuda, Tong Xie, Bram Hoex, Linqi Song
2025 J jnl
Enabling knowledge discovery through low utility itemset mining.
Expert Syst. Appl.
Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan
2025 J jnl
Enhancing Low-Rank Adaptation with Structured Nonlinear Transformations.
CoRR
Guanzhi Deng, Mingyang Liu, Dapeng Wu, Yinqiao Li, Linqi Song
2025 J jnl
Error Correction Decoding Algorithms of RS Codes Based on an Earlier Termination Algorithm to Find the Error Locator Polynomial.
IEEE Trans. Inf. Theory
Zhengyi Jiang, Hao Shi, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou
2025 J jnl
Explicit Constructions of Rack-Aware Regenerating Codes for Multi-Node Failures.
IEEE Trans. Commun.
Bin Yu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2025 J jnl
Integrated Object Detection and Communication for Synthetic Aperture Radar Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiping Xu, Deyin Xu, Lixiong Lin, Linqi Song, Dan Song, Yanglong Sun, Qiwang Chen
2025 J jnl
KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis.
CoRR
Guanzhi Deng, Yi Xie, Yu-Keung Ng, Mingyang Liu, Peijun Zheng, Jie Liu, Dapeng Wu, Yinqiao Li, Linqi Song
2025 J jnl
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
IEEE J. Sel. Areas Commun.
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2025 J jnl
Learning and grounding visual multimodal adaptive graph for visual navigation.
Inf. Fusion
Kang Zhou, Jianping Wang, Weitao Xu, Linqi Song, Zaiqiao Ye, Chi Guo, Cong Li
2025 J jnl
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision.
IEEE J. Sel. Top. Signal Process.
Yuxuan Yao, Mingyang Liu, Guanzhi Deng, Zengyan Liu, Dapeng Oliver Wu, Zhijiang Guo, Han Wu, Linqi Song
2025 J jnl
Lightweight Instantly Decodable Network Coding: Performance Analysis and Algorithm Design.
IEEE Trans. Commun.
Rina Su, Qifu Tyler Sun, Le Wang, Shaoteng Liu, Zhongshan Zhang, Linqi Song
2025 J jnl
Multimodal Named Entity Recognition based on topic prompt and multi-curriculum denoising.
Inf. Fusion
Mingying Xu, Kui Peng, Jie Liu, Qing Zhang, Linqi Song, Yinqiao Li
2025 J jnl
OPTISHEAR: Towards Efficient and Adaptive Pruning of Large Language Models via Evolutionary Optimization.
CoRR
Shuqi Liu, Bowei He, Han Wu, Linqi Song
2025 A* conf
OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling.
ICLR
Zhicheng Yang, Yiwei Wang, Yinya Huang, Zhijiang Guo, Wei Shi, Xiongwei Han, Liang Feng, Linqi Song, Xiaodan Liang, Jing Tang
2025 J jnl
RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning.
CoRR
Sichun Luo, Jian Xu, Xiaojie Zhang, Linrong Wang, Sicong Liu, Hanxu Hou, Linqi Song
2025 — conf
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning.
WWW (Companion Volume)
Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song
2025 J jnl
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning.
CoRR
Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song
2025 J jnl
REMA: A Unified Reasoning Manifold Framework for Interpreting Large Language Model.
CoRR
Bo Li, Guanzhi Deng, Ronghao Chen, Junrong Yue, Shuo Zhang, Qinghua Zhao, Linqi Song, Lijie Wen
2025 J jnl
Reasoning Meets Personalization: Unleashing the Potential of Large Reasoning Model for Personalized Generation.
CoRR
Sichun Luo, Guanzhi Deng, Jian Xu, Xiaojie Zhang, Hanxu Hou, Linqi Song
2025 J jnl
Reasoning in Action: MCTS-Driven Knowledge Retrieval for Large Language Models.
IEEE J. Sel. Top. Signal Process.
Shuqi Liu, Bowei He, Chen Ma, Linqi Song
2025 J jnl
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.
ACM Trans. Inf. Syst.
Sichun Luo, Bowei He, Haohan Zhao, Wei Shao, Yanlin Qi, Yinya Huang, Aojun Zhou, Yuxuan Yao, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
2025 B conf
Reduced-Complexity Guessing Codeword Decoding of BCH Codes with Most Reliable Cyclic Basis.
GLOBECOM
Yiwen Wang, Qianfan Wang, Xiangping Zheng, Linqi Song, Xiao Ma
2025 — conf
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models.
ACL (Findings)
Shuqi Liu, Han Wu, Bowei He, Xiongwei Han, Mingxuan Yuan, Linqi Song
2025 J jnl
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models.
CoRR
Shuqi Liu, Han Wu, Bowei He, Xiongwei Han, Mingxuan Yuan, Linqi Song
2025 J jnl
Short-sighted knowledge discovery in temporal transaction database via time pruning.
Knowl. Based Syst.
Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan
2025 J jnl
Skyline recency-frequency-monetary pattern mining based on different constraint degrees.
Eng. Appl. Artif. Intell.
Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan
2025 J jnl
Surrogate-Assisted Search With Competitive Knowledge Transfer for Expensive Optimization.
IEEE Trans. Evol. Comput.
Xiaoming Xue, Yao Hu, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
2025 J jnl
Synthetic-to-Real Video Person Re-ID.
IEEE Trans. Inf. Forensics Secur.
Xiangqun Zhang, Ruize Han, Likai Wang, Linqi Song, Junhui Hou, Wei Feng
2025 J jnl
Towards Improving Interpretability of Language Model Generation Through a Structured Knowledge Discovery Approach.
IEEE J. Sel. Top. Signal Process.
Shuqi Liu, Han Wu, Guanzhi Deng, Jianshu Chen, Xiaoyang Wang, Linqi Song
2025 J jnl
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach.
CoRR
Shuqi Liu, Han Wu, Guanzhi Deng, Jianshu Chen, Xiaoyang Wang, Linqi Song
2025 A* conf
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning.
ICLR
Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei
2025 J jnl
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning.
CoRR
Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei
2025 A* conf
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning.
EMNLP
Gangwei Jiang, Yahui Liu, Zhaoyi Li, Wei Bi, Fuzheng Zhang, Linqi Song, Ying Wei, Defu Lian
2025 J jnl
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning.
CoRR
Gangwei Jiang, Yahui Liu, Zhaoyi Li, Qi Wang, Fuzheng Zhang, Linqi Song, Ying Wei, Defu Lian
2025 — conf
mHMG-DTI: A Drug-Target Interaction Prediction Framework Combining Modified Hierarchical Molecular Graphs and Improved Convolutional Block Attention Module.
PAKDD (Workshops)
Zerui Yang, Yinqiao Li, Yudai Matsuda, Linqi Song
2024 J jnl
3D Shape Completion on Unseen Categories: A Weakly-supervised Approach.
CoRR
Lintai Wu, Junhui Hou, Linqi Song, Yong Xu
2024 J jnl
A Language Model-Based Fine-Grained Address Resolution Framework in UAV Delivery System.
IEEE J. Sel. Top. Signal Process.
Sichun Luo, Yuxuan Yao, Haohan Zhao, Linqi Song
2024 J jnl
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration.
IEEE J. Sel. Top. Signal Process.
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2024 B conf
Addressing Fluctuating Stragglers in Distributed Matrix Multiplication via Fountain Codes.
ITW
Siyuan Wang, Jianping Wang, Linqi Song
2024 J jnl
Benchmarking LLMs for Optimization Modeling and Enhancing Reasoning via Reverse Socratic Synthesis.
CoRR
Zhicheng Yang, Yinya Huang, Wei Shi, Liang Feng, Linqi Song, Yiwei Wang, Xiaodan Liang, Jing Tang
2024 — conf
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation.
ACL (1)
Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao
2024 J jnl
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation.
CoRR
Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao
2024 — conf
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining.
ACL (Findings)
Shuqi Liu, Bowei He, Linqi Song
2024 J jnl
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining.
CoRR
Shuqi Liu, Bowei He, Linqi Song
2024 — conf
CLOMO: Counterfactual Logical Modification with Large Language Models.
ACL (1)
Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2024 — conf
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery.
WWW (Companion Volume)
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
2024 J jnl
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery.
CoRR
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
2024 B conf
Communication-Efficient Multi-Modal Federated Learning via Dynamic Client-Modality Matching.
IEEE Big Data
Tan Li, Yanming Gong, Hai Liu, Zhen Chen, Linqi Song
2024 J jnl
CrossVision: Real-Time On-Camera Video Analysis via Common RoI Load Balancing.
IEEE Trans. Mob. Comput.
Letian Zhang, Zhuo Lu, Linqi Song, Jie Xu
2024 J jnl
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling.
CoRR
Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song
2024 A* conf
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.
NeurIPS
Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei
2024 J jnl
Error Correction Decoding Algorithms of RS Codes Based on An Earlier Termination Algorithm to Find The Error Locator Polynomial.
CoRR
Zhengyi Jiang, Hao Shi, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou
2024 A* conf
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving.
NeurIPS
Xiaohan Lin, Qingxing Cao, Yinya Huang, Haiming Wang, Jianqiao Lu, Zhengying Liu, Linqi Song, Xiaodan Liang
2024 J jnl
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving.
CoRR
Xiaohan Lin, Qingxing Cao, Yinya Huang, Haiming Wang, Jianqiao Lu, Zhengying Liu, Linqi Song, Xiaodan Liang
2024 — conf
Fast Erasure Decoding of Reed-Solomon Codes Based on Decomposition of Vandermonde Matrix.
WCSP
Zebing Lin, Jingjie Lv, Pingping Li, Linqi Song, Hui Liang, Hanxu Hou
2024 J jnl
Flexible Coded Distributed Convolution Computing for Enhanced Fault Tolerance and Numerical Stability in Distributed CNNs.
CoRR
Shuo Tan, Rui Liu, Xianlei Long, Kai Wan, Linqi Song, Yong Li
2024 J jnl
Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement.
IEEE Trans. Multim.
Baoliang Chen, Lingyu Zhu, Hanwei Zhu, Wenhan Yang, Linqi Song, Shiqi Wang
2024 B conf
Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis.
IJCNN
Yao Hu, Rui Liu, Jiaqi Zhang, Zhi-An Huang, Linqi Song, Kay Chen Tan
2024 J jnl
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Linqi Song
2024 J jnl
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation.
CoRR
Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
2024 J jnl
Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning via Instruction Vector.
CoRR
Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei
2024 J jnl
Killing two birds with one stone: Quantization achieves privacy in distributed learning.
Digit. Signal Process.
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2024 Misc conf
Large Language Models Augmented Rating Prediction in Recommender System.
ICASSP
Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song
2024 J jnl
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner.
CoRR
Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song
2024 — conf
Lightweight Instantly Decodable Network Coding in Wireless Broadcast.
VTC Spring
Le Wang, Rina Su, Qifu Tyler Sun, Shaoteng Liu, Zhongshan Zhang, Linqi Song
2024 — conf
LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation.
EMNLP (Findings)
Yinqiao Li, Linqi Song, Hanxu Hou
2024 A* conf
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data.
ICLR
Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang
2024 J jnl
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data.
CoRR
Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang
2024 A* conf
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.
ICLR
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2024 A* conf
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing.
EMNLP
Weichuan Wang, Zhaoyi Li, Defu Lian, Chen Ma, Linqi Song, Ying Wei
2024 J jnl
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing.
CoRR
Weichuan Wang, Zhaoyi Li, Defu Lian, Chen Ma, Linqi Song, Ying Wei
2024 A* conf
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-Wise Pruning Error Metric.
CVPR
Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun
2024 J jnl
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric.
CoRR
Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun
2024 B conf
Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System.
CEC
Xilei Wu, Pei-Qiu Huang, Linqi Song, Hai-Lin Liu, Qingfu Zhang
2024 B conf
Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results.
CEC
Xiaoming Xue, Liang Feng, Cuie Yang, Songbai Liu, Linqi Song, Kay Chen Tan
2024 B conf
New Cauchy MDS Array Codes with Flexible Sub-Packetization and Efficient Decoding.
ITW
Peikai Li, Jingjie Lv, Linqi Song, Li Zhang, Hanxu Hou
2024 B conf
New EVENODD+ Codes with More Flexible Parameters and Lower Complexity.
ISIT
Panyu Zhu, Jingjie Lv, Yunghsiang S. Han, Linqi Song, Hanxu Hou
2024 J jnl
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking.
CoRR
Zekun Qian, Ruize Han, Wei Feng, Junhui Hou, Linqi Song, Song Wang
2024 B conf
On the I/O Cost of Linear Repair Schemes for Arbitrary $(n,k)$ Reed-Solomon Codes.
ITW
Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2024 B conf
Optimal Power Control for Over-the-Air Federated Learning with Gradient Compression.
ICPADS
Mengzhe Ruan, Yunhe Li, Weizhou Zhang, Linqi Song, Weitao Xu
2024 J jnl
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models.
CoRR
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
2024 J jnl
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.
ACM Trans. Intell. Syst. Technol.
Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song
2024 J jnl
Privacy in LLM-based Recommendation: Recent Advances and Future Directions.
CoRR
Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song
2024 — conf
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models.
ACL (1)
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
2024 B conf
Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity.
ISIT
Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2024 J jnl
Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity.
CoRR
Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2024 A* conf
Rethinking the One-shot Object Detection: Cross-Domain Object Search.
ACM Multimedia
Yupeng Zhang, Shuqi Zheng, Ruize Han, Yuzhong Feng, Junhui Hou, Linqi Song, Wei Feng, Liang Wan
2024 J jnl
Rotation and Permutation for Advanced Outlier Management and Efficient Quantization of LLMs.
CoRR
Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei
2024 J jnl
Scenario-Adaptive Key Establishment Scheme for LoRa-Enabled IoV Communications.
IEEE Trans. Mob. Comput.
Huanqi Yang, Di Duan, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya, Linqi Song, Weitao Xu
2024 J jnl
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer.
IEEE Trans. Evol. Comput.
Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
2024 A* conf
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.
ICLR
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2024 J jnl
Structure-Aware Dialogue Modeling Methods for Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Han Wu, Kun Xu, Linqi Song
2024 J jnl
Surrogate-Assisted Search with Competitive Knowledge Transfer for Expensive Optimization.
CoRR
Xiaoming Xue, Yao Hu, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
2024 B conf
Tight Lower Bound on Cross-Rack Update Bandwidth and Explicit Constructions.
ISIT
Zhengyi Jiang, Bin Yu, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou
2024 B conf
Towards Quantum-Safe Distributed Learning via Homomorphic Encryption: Learning with Gradients.
ITW
Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song
2024 J jnl
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients.
CoRR
Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song
2024 B conf
Truncated Non-Uniform Quantization for Distributed SGD.
ITW
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Congduan Li, Linqi Song
2024 J jnl
Truncated Non-Uniform Quantization for Distributed SGD.
CoRR
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Congduan Li, Linqi Song
2024 — conf
Understanding and Patching Compositional Reasoning in LLMs.
ACL (Findings)
Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei
2024 J jnl
Understanding and Patching Compositional Reasoning in LLMs.
CoRR
Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei
2024 J jnl
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking.
CoRR
Zekun Qian, Ruize Han, Junhui Hou, Linqi Song, Wei Feng
2024 J jnl
Video Quality Assessment for Spatio-Temporal Resolution Adaptive Coding.
IEEE Trans. Circuits Syst. Video Technol.
Hanwei Zhu, Baoliang Chen, Lingyu Zhu, Peilin Chen, Linqi Song, Shiqi Wang
2023 — conf
A Fast Algorithm for Finding the Roots of Polynomials over Finite Fields.
WCSP
Pingping Li, Leilei Yu, Linqi Song, Hanxu Hou
2023 — conf
A Framework of Large-Scale Peer-to-Peer Learning System.
ICONIP (2)
Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song
2023 J jnl
A Scalable Test Problem Generator for Sequential Transfer Optimization.
CoRR
Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
2023 J jnl
A pruning-then-quantization model compression framework for facial emotion recognition.
Intell. Converged Networks
Han Sun, Wei Shao, Tao Li, Jiayu Zhao, Weitao Xu, Linqi Song
2023 J jnl
Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost.
J. Frankl. Inst.
Mengwei Yang, Shuqi Liu, Jie Xu, Guozhen Tan, Congduan Li, Linqi Song
2023 B conf
Adaptive Top- K in SGD for Communication-Efficient Distributed Learning.
GLOBECOM
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2023 J jnl
CLOMO: Counterfactual Logical Modification with Large Language Models.
CoRR
Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2023 J jnl
Communication Efficient Federated Learning With Heterogeneous Structured Client Models.
IEEE Trans. Emerg. Top. Comput. Intell.
Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan
2023 J jnl
Emma: An accurate, efficient, and multi-modality strategy for autonomous vehicle angle prediction.
Intell. Converged Networks
Keqi Song, Tao Ni, Linqi Song, Weitao Xu
2023 J jnl
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans.
IEEE Trans. Biomed. Eng.
Zhi-An Huang, Yao Hu, Rui Liu, Xiaoming Xue, Zexuan Zhu, Linqi Song, Kay Chen Tan
2023 J jnl
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks.
IEEE Trans. Cogn. Commun. Netw.
Tan Li, Linqi Song
2023 A* conf
Fine-grained Conversational Decoding via Isotropic and Proximal Search.
EMNLP
Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song
2023 J jnl
Fine-grained Conversational Decoding via Isotropic and Proximal Search.
CoRR
Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song
2023 J jnl
HEPM: High-efficiency pattern mining.
Knowl. Based Syst.
Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan, Yunling Song
2023 A conf
Improving Long-Tail Item Recommendation with Graph Augmentation.
CIKM
Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song
2023 J jnl
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2023 J jnl
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Tian Lan, Kui Wu, Linqi Song
2023 A* conf
Learning Locality and Isotropy in Dialogue Modeling.
ICLR
Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song
2023 J jnl
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.
CoRR
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
2023 — conf
Matrix Completion via Coded Distributed Alternating Least Squares.
WCSP
Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song
2023 J jnl
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.
CoRR
Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song
2023 — conf
Product-Matrix Construction of Minimum Storage Rack-aware Regenerating Codes.
WCSP
Bin Yu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
2023 J jnl
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.
CoRR
Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
2023 A* conf
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts.
EMNLP
Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song
2023 J jnl
Self-Supervised Sentence Compression for Meeting Summarization.
CoRR
Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song
2023 — conf
Semantic Communication Based on Entity Information Enhancement.
SPAWC
Xi Zhang, Dan Song, Linqi Song, Congduan Li
2023 J jnl
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.
CoRR
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
2023 J jnl
Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans.
IEEE Trans. Pattern Anal. Mach. Intell.
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Xiaoyan Sun, Linqi Song, Kay Chen Tan
2023 J jnl
Special issue on non-deterministic machine learning.
J. Frankl. Inst.
Shao-Lun Huang, Emilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang
2023 J jnl
Towards efficient communications in federated learning: A contemporary survey.
J. Frankl. Inst.
Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding
2023 — conf
VCSUM: A Versatile Chinese Meeting Summarization Dataset.
ACL (Findings)
Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song
2023 J jnl
VCSUM: A Versatile Chinese Meeting Summarization Dataset.
CoRR
Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song
2022 B conf
A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans.
IJCNN
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Linqi Song, Kay Chen Tan
2022 — conf
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings.
ACL (Findings)
Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song
2022 J jnl
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings.
CoRR
Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song
2022 J jnl
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning.
IEEE J. Sel. Areas Commun.
Guangfeng Yan, Tan Li, Shao-Lun Huang, Tian Lan, Linqi Song
2022 J jnl
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning.
CoRR
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
2022 — conf
An NLP-Empowered Virtual Course Assistant for Online Teaching and Learning.
TALE
Shuqi Liu, SiuYing Man, Linqi Song
2022 A conf
Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering.
ICDCS
Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan
2022 J jnl
Communication-Efficient Federated Learning with Adaptive Quantization.
ACM Trans. Intell. Syst. Technol.
Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding
2022 — conf
Designing an Educational Chatbot with Joint Intent Classification and Slot Filling.
TALE
Yujia Wang, Shuqi Liu, Linqi Song
2022 J jnl
EGFI: drug-drug interaction extraction and generation with fusion of enriched entity and sentence information.
Briefings Bioinform.
Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Zetian Zheng, Ka-Chun Wong
2022 J jnl
Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems.
IEEE Trans. Evol. Comput.
Xiaoming Xue, Cuie Yang, Yao Hu, Kai Zhang, Yiu-ming Cheung, Linqi Song, Kay Chen Tan
2022 B conf
Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty.
WCNC
Tan Li, Linqi Song
2022 B conf
Federated Multi-Armed Bandits With Vector Rewards for Aspect-Based Recommendations.
GLOBECOM
Zengyan Liu, Linqi Song, Christina Fragouli
2022 A* conf
Hiding Images in Deep Probabilistic Models.
NeurIPS
Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma
2022 J jnl
Hiding Images in Deep Probabilistic Models.
CoRR
Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma
2022 A conf
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.
CIKM
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
2022 J jnl
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.
CoRR
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
2022 J jnl
Learning Locality and Isotropy in Dialogue Modeling.
CoRR
Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song
2022 A conf
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.
CIKM
Sichun Luo, Yuanzhang Xiao, Linqi Song
2022 J jnl
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.
CoRR
Sichun Luo, Yuanzhang Xiao, Linqi Song
2022 J jnl
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits.
IEEE J. Sel. Areas Commun.
Tan Li, Linqi Song
2022 J jnl
Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey.
Digit. Signal Process.
Shuqi Liu, Wei Shao, Tan Li, Weitao Xu, Linqi Song
2022 J jnl
Sensing, processing, computing and networking for the era of wearables.
Digit. Signal Process.
Wenbo Ding, Amir Hossein Alavi, Francesco Fioranelli, Gang Li, Xiaoyue Ni, Linqi Song
2022 B conf
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models.
IJCNN
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
2022 J jnl
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models.
CoRR
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
2022 J jnl
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation.
CoRR
Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song
2022 J jnl
Towards Efficient Communications in Federated Learning: A Contemporary Survey.
CoRR
Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding
2022 A conf
Vehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications.
ICDCS
Huanqi Yang, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya, Linqi Song, Weitao Xu
2022 — conf
Zero-shot Cross-lingual Conversational Semantic Role Labeling.
NAACL-HLT (Findings)
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
2022 J jnl
Zero-shot Cross-lingual Conversational Semantic Role Labeling.
CoRR
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
2021 J jnl
A Pattern and POS Auto-Learning Method for Terminology Extraction from Scientific Text.
Data Inf. Manag.
Wei Shao, Bolin Hua, Linqi Song
2021 J jnl
A Whittle Index Approach to Minimizing Age of Multi-Packet Information in IoT Network.
IEEE Access
Mianlong Chen, Kui Wu, Linqi Song
2021 — conf
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling.
EMNLP (1)
Han Wu, Kun Xu, Linqi Song
2021 J jnl
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling.
CoRR
Han Wu, Kun Xu, Linqi Song
2021 B conf
Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations.
ISIT
Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song
2021 J jnl
Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations.
CoRR
Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song
2021 J jnl
Communication Efficient Federated Learning with Adaptive Quantization.
CoRR
Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding
2021 J jnl
Conversational Semantic Role Labeling.
CoRR
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021 J jnl
Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021 B conf
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning.
MASS
Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song
2021 J jnl
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning.
CoRR
Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song
2021 J jnl
Data Encoding for Byzantine-Resilient Distributed Optimization.
IEEE Trans. Inf. Theory
Deepesh Data, Linqi Song, Suhas N. Diggavi
2021 — conf
Domain-Adaptive Pretraining Methods for Dialogue Understanding.
ACL/IJCNLP (2)
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021 J jnl
Domain-Adaptive Pretraining Methods for Dialogue Understanding.
CoRR
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021 J jnl
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information.
CoRR
Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Ka-Chun Wong
2021 J jnl
Integrating Future Smart Home Operation Platform With Demand Side Management via Deep Reinforcement Learning.
IEEE Trans. Green Commun. Netw.
Tan Li, Yuanzhang Xiao, Linqi Song
2021 Misc conf
K-CSRL: Knowledge Enhanced Conversational Semantic Role Labeling.
ICMLC
Boyu He, Han Wu, Congduan Li, Linqi Song, Weigang Chen
2021 A* conf
Live Gradient Compensation for Evading Stragglers in Distributed Learning.
INFOCOM
Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan
2021 — conf
On Coded Broadcasting for Wireless Recommendation Systems.
ICC
Rasmus Vestergaard, Osama A. Hanna, Linqi Song, Daniel E. Lucani, Christina Fragouli
2021 B conf
Predicting Downside in Stock Market Using Knowledge and News Data.
ICPADS
Xinlin Li, Shuqi Liu, Xinyi Zhang, Linqi Song
2021 J jnl
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits.
CoRR
Tan Li, Linqi Song
2021 C conf
Racial Bias During "Black Lives Matter": How Social Movement Reshapes Airbnb Host Performance.
ICIS
Tong Xu, Angela Lu, Abhay Mishra, Linqi Song, Zengyan Liu
2021 J jnl
SignGuard: Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering.
CoRR
Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan
2020 J jnl
A Pliable Index Coding Approach to Data Shuffling.
IEEE Trans. Inf. Theory
Linqi Song, Christina Fragouli, Tianchu Zhao
2020 — conf
Coded Caching with Heterogeneous User Groups.
WCNC Workshops
Jingliang He, Congduan Li, Linqi Song
2020 J jnl
Collaborative Content Placement Among Wireless Edge Caching Stations With Time-to-Live Cache.
IEEE Trans. Multim.
Lixing Chen, Linqi Song, Jacob Chakareski, Jie Xu
2020 — conf
Enhancing Deep Multimedia Recommendations Using Graph Embeddings.
MIPR
Weijing Chen, Weigang Chen, Linqi Song
2020 B conf
Federated Recommendation System via Differential Privacy.
ISIT
Tan Li, Linqi Song, Christina Fragouli
2020 J jnl
Federated Recommendation System via Differential Privacy.
CoRR
Tan Li, Linqi Song, Christina Fragouli
2020 J jnl
Minimizing Age of Information With Power Constraints: Multi-User Opportunistic Scheduling in Multi-State Time-Varying Channels.
IEEE J. Sel. Areas Commun.
Haoyue Tang, Jintao Wang, Linqi Song, Jian Song
2020 B conf
On Secrecy Key of a class of Secure Asymmetric Multilevel Diversity Coding System.
ISIT
Congduan Li, Jingliang He, Shiqiu Liu, Dongliang Guo, Linqi Song
2020 J jnl
Privacy in Index Coding: $k$ -Limited-Access Schemes.
IEEE Trans. Inf. Theory
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2020 J jnl
Risk-Aware Edge Computation Offloading Using Bayesian Stackelberg Game.
IEEE Trans. Netw. Serv. Manag.
Yang Bai, Lixing Chen, Linqi Song, Jie Xu
2020 — conf
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
EMNLP (1)
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020 J jnl
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
CoRR
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020 J jnl
Wireless recommendations for Internet of vehicles: Recent advances, challenges, and opportunities.
Intell. Converged Networks
Tan Li, Congduan Li, Jingjing Luo, Linqi Song
2019 — conf
Bayesian Stackelberg Game for Risk-aware Edge Computation Offloading.
MTD@CCS
Yang Bai, Lixing Chen, Linqi Song, Jie Xu
2019 B conf
Data Encoding Methods for Byzantine-Resilient Distributed Optimization.
ISIT
Deepesh Data, Linqi Song, Suhas N. Diggavi
2019 J jnl
Data Encoding for Byzantine-Resilient Distributed Optimization.
CoRR
Deepesh Data, Linqi Song, Suhas N. Diggavi
2019 — conf
Deep Reinforcement Learning Based Residential Demand Side Management With Edge Computing.
SmartGridComm
Tan Li, Yuanzhang Xiao, Linqi Song
2019 J jnl
Equivariant neural networks and equivarification.
CoRR
Erkao Bao, Linqi Song
2019 B conf
Interactions Between Learning and Broadcasting in Wireless Recommendation Systems.
ISIT
Linqi Song, Christina Fragouli, Devavrat Shah
2019 J jnl
Minimizing Age of Information with Power Constraints: Opportunistic Scheduling in Multi-State Time-Varying Networks.
CoRR
Haoyue Tang, Jintao Wang, Linqi Song, Jian Song
2019 B conf
Preventing Malware Propagation in D2D Offloading Networks with Strategic Mobile Users.
GLOBECOM
Letian Zhang, Linqi Song, Jie Xu
2019 B conf
Privacy-Aware Edge Computing Based on Adaptive DNN Partitioning.
GLOBECOM
Chengshuai Shi, Lixing Chen, Cong Shen, Linqi Song, Jie Xu
2019 — conf
Scheduling to Minimize Age of Information in Multi-State Time-Varying Networks with Power Constraints.
Allerton
Haoyue Tang, Jintao Wang, Linqi Song, Jian Song
2019 J jnl
Scheduling to Minimize Age of Information in Multi-State Time-Varying Networks with Power Constraints.
CoRR
Haoyue Tang, Jintao Wang, Linqi Song, Jian Song
2019 J jnl
The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost.
CoRR
Mengwei Yang, Linqi Song, Jie Xu, Congduan Li, Guozhen Tan
2018 — conf
A Binary Randomized Coding Scheme for Pliable Index Coding with Multiple Requests.
ISTC
Linqi Song
2018 J jnl
A Polynomial-Time Algorithm for Pliable Index Coding.
IEEE Trans. Inf. Theory
Linqi Song, Christina Fragouli
2018 — conf
Data Encoding for Byzantine-Resilient Distributed Gradient Descent.
Allerton
Deepesh Data, Linqi Song, Suhas N. Diggavi
2018 B conf
Distributed Computing Trade-offs with Random Connectivity.
ISIT
Sundara Rajan Srinivasavaradhan, Linqi Song, Christina Fragouli
2018 B conf
Dynamic Edge Caching with Popularity Drifting.
ITW
Linqi Song, Jie Xu
2018 J jnl
Dynamic Edge Caching with Popularity Drifting.
CoRR
Linqi Song, Jie Xu
2018 J jnl
Making Recommendations Bandwidth Aware.
IEEE Trans. Inf. Theory
Linqi Song, Christina Fragouli
2018 B conf
Privacy in Index Coding: Improved Bounds and Coding Schemes.
ISIT
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2018 J jnl
Privacy in Index Coding: Improved Bounds and Coding Schemes.
CoRR
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2018 J jnl
Privacy in Index Coding: k-Limited-Access Schemes.
CoRR
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2018 B conf
Recommender Systems over Wireless: Challenges and Opportunities.
ITW
Linqi Song, Christina Fragouli, Devavrat Shah
2018 J jnl
Regret vs. Bandwidth Trade-off for Recommendation Systems.
CoRR
Linqi Song, Christina Fragouli, Devavrat Shah
2017 J jnl
A Contextual Bandit Approach for Stream-Based Active Learning.
CoRR
Linqi Song, Jie Xu
2017 J jnl
A Pliable Index Coding Approach to Data Shuffling.
CoRR
Linqi Song, Christina Fragouli
2017 B conf
A pliable index coding approach to data shuffling.
ISIT
Linqi Song, Christina Fragouli, Tianchu Zhao
2017 — —
Content-Type Coding.
Linqi Song
2017 B conf
Making recommendations bandwidth aware.
ISIT
Linqi Song, Christina Fragouli
2017 J jnl
Preserving Privacy while Broadcasting: $k$-Limited-Access Schemes.
CoRR
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2017 B conf
Preserving privacy while broadcasting: K-limited-access schemes.
ITW
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2017 B conf
Private Broadcasting: An index coding approach.
ISIT
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2017 J jnl
Private Broadcasting: an Index Coding Approach.
CoRR
Mohammed Karmoose, Linqi Song, Martina Cardone, Christina Fragouli
2017 J jnl
The Benefit of Being Flexible in Distributed Computation.
CoRR
Linqi Song, Sundara Rajan Srinivasavaradhan, Christina Fragouli
2017 B conf
The benefit of being flexible in distributed computation.
ITW
Linqi Song, Sundara Rajan Srinivasavaradhan, Christina Fragouli
2016 J jnl
A Deterministic Algorithm for Pliable Index Coding.
CoRR
Linqi Song, Christina Fragouli
2016 J jnl
A Polynomial-Time Algorithm for Pliable Index Coding.
CoRR
Linqi Song, Christina Fragouli
2016 B conf
A polynomial-time algorithm for pliable index coding.
ISIT
Linqi Song, Christina Fragouli
2016 J jnl
Making recommendations bandwidth aware.
CoRR
Linqi Song, Christina Fragouli
2016 J jnl
Online Learning in Large-Scale Contextual Recommender Systems.
IEEE Trans. Serv. Comput.
Linqi Song, Cem Tekin, Mihaela van der Schaar
2016 J jnl
Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors.
IEEE J. Sel. Top. Signal Process.
Jie Xu, Linqi Song, James Y. Xu, Gregory J. Pottie, Mihaela van der Schaar
2016 J jnl
Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework.
CoRR
Linqi Song
2016 J jnl
Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening.
IEEE J. Biomed. Health Informatics
Linqi Song, William Hsu, Jie Xu, Mihaela van der Schaar
2015 — conf
Content-type coding.
NetCod
Linqi Song, Christina Fragouli
2015 J jnl
Content-type coding.
CoRR
Linqi Song, Christina Fragouli
2014 Misc conf
Clustering based online learning in recommender systems: A bandit approach.
ICASSP
Linqi Song, Cem Tekin, Mihaela van der Schaar
2014 B conf
Context-driven online learning for activity classification in wireless health.
GLOBECOM
Jie Xu, James Y. Xu, Linqi Song, Gregory J. Pottie, Mihaela van der Schaar
2014 J jnl
Demand Side Management in Smart Grids Using a Repeated Game Framework.
IEEE J. Sel. Areas Commun.
Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar
2014 Misc conf
Non-stationary demand side management method for smart grids.
ICASSP
Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar
2013 J jnl
Demand Side Management in Smart Grids using a Repeated Game Framework.
CoRR
Linqi Song, Yuanzhang Xiao, Mihaela van der Schaar