Linqi Song

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 178

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

GLOBECOM

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Wenhao Liu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
Reed-Solomon Codes over Cyclic Polynomial Ring with Lower Encoding/Decoding Complexity. CoRR (2024)
Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation. CoRR (2024)
Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei
Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning via Instruction Vector. CoRR (2024)
Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei
Understanding and Patching Compositional Reasoning in LLMs. ACL (Findings) (2024)
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. CoRR (2024)
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
Killing two birds with one stone: Quantization achieves privacy in distributed learning. Digit. Signal Process. 146 (2024)
Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation. ACL (1) (2024)
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Congduan Li, Linqi Song
Truncated Non-Uniform Quantization for Distributed SGD. CoRR (2024)
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Linqi Song
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning. CoRR (2024)
Xiaohan Lin, Qingxing Cao, Yinya Huang, Haiming Wang, Jianqiao Lu, Zhengying Liu, Linqi Song, Xiaodan Liang
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving. CoRR (2024)
Baoliang Chen, Lingyu Zhu, Hanwei Zhu, Wenhan Yang, Linqi Song, Shiqi Wang
Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement. IEEE Trans. Multim. 26 (2024)
Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric. CoRR (2024)
Lintai Wu, Junhui Hou, Linqi Song, Yong Xu
3D Shape Completion on Unseen Categories: A Weakly-supervised Approach. CoRR (2024)
Shuqi Liu, Bowei He, Linqi Song
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining. CoRR (2024)
Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song
Privacy in LLM-based Recommendation: Recent Advances and Future Directions. CoRR (2024)
Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner. CoRR (2024)
Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data. ICLR (2024)
Shuqi Liu, Bowei He, Linqi Song
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining. ACL (Findings) (2024)
Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei
Rotation and Permutation for Advanced Outlier Management and Efficient Quantization of LLMs. CoRR (2024)
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. WWW (Companion Volume) (2024)
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. CoRR (2024)
Xiaoming Xue, Liang Feng, Cuie Yang, Songbai Liu, Linqi Song, Kay Chen Tan
Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results. CEC (2024)
Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei, Defu Lian, Zhendong Mao
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation. CoRR (2024)
Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data. CoRR (2024)
Zhengyi Jiang, Hao Shi, Zhongyi Huang, Linqi Song, Bo Bai, Gong Zhang, Hanxu Hou
Error Correction Decoding Algorithms of RS Codes Based on An Earlier Termination Algorithm to Find The Error Locator Polynomial. CoRR (2024)
Letian Zhang, Zhuo Lu, Linqi Song, Jie Xu
CrossVision: Real-Time On-Camera Video Analysis via Common RoI Load Balancing. IEEE Trans. Mob. Comput. 23 (5) (2024)
Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song
Large Language Models Augmented Rating Prediction in Recommender System. ICASSP (2024)
Guangfeng Yan, Shanxiang Lyu, Hanxu Hou, Zhiyong Zheng, Linqi Song
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients. CoRR (2024)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. ICLR (2024)
Zhicheng Yang, Yinya Huang, Wei Shi, Liang Feng, Linqi Song, Yiwei Wang, Xiaodan Liang, Jing Tang
Benchmarking LLMs for Optimization Modeling and Enhancing Reasoning via Reverse Socratic Synthesis. CoRR (2024)
Han Wu, Kun Xu, Linqi Song
Structure-Aware Dialogue Modeling Methods for Conversational Semantic Role Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. ACL (1) (2024)
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. ICLR (2024)
Zekun Qian, Ruize Han, Wei Feng, Junhui Hou, Linqi Song, Song Wang
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking. CoRR (2024)
Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
CLOMO: Counterfactual Logical Modification with Large Language Models. ACL (1) (2024)
Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei
Understanding and Patching Compositional Reasoning in LLMs. CoRR (2024)
Xilei Wu, Pei-Qiu Huang, Linqi Song, Hai-Lin Liu, Qingfu Zhang
Multiobjective Bayesian Optimization for Antenna Placement in In-Building Distributed Antenna System. CEC (2024)
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. CoRR (2023)
Tan Li, Linqi Song
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks. IEEE Trans. Cogn. Commun. Netw. 9 (4) (2023)
Zhi-An Huang, Yao Hu, Rui Liu, Xiaoming Xue, Zexuan Zhu, Linqi Song, Kay Chen Tan
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans. IEEE Trans. Biomed. Eng. 70 (4) (2023)
Yongkang Luo, Peiyi Han, Wenjian Luo, Shaocong Xue, Kesheng Chen, Linqi Song
A Framework of Large-Scale Peer-to-Peer Learning System. ICONIP (2) (2023)
Guangfeng Yan, Tan Li, Tian Lan, Kui Wu, Linqi Song
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning. CoRR (2023)
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning. CoRR (2023)
Xiaojie Zhang, Guoting Chen, Linqi Song, Wensheng Gan, Yunling Song
HEPM: High-efficiency pattern mining. Knowl. Based Syst. 281 (2023)
Keqi Song, Tao Ni, Linqi Song, Weitao Xu
Emma: An accurate, efficient, and multi-modality strategy for autonomous vehicle angle prediction. Intell. Converged Networks 4 (1) (2023)
Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding
Towards efficient communications in federated learning: A contemporary survey. J. Frankl. Inst. 360 (12) (2023)
Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song
VCSUM: A Versatile Chinese Meeting Summarization Dataset. ACL (Findings) (2023)
Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
CLOMO: Counterfactual Logical Modification with Large Language Models. CoRR (2023)
Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song
Self-Supervised Sentence Compression for Meeting Summarization. CoRR (2023)
Xi Zhang, Dan Song, Linqi Song, Congduan Li
Semantic Communication Based on Entity Information Enhancement. SPAWC (2023)
Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song
Improving Long-Tail Item Recommendation with Graph Augmentation. CIKM (2023)
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
Adaptive Top- K in SGD for Communication-Efficient Distributed Learning. GLOBECOM (2023)
Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song
Learning Locality and Isotropy in Dialogue Modeling. ICLR (2023)
Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song
Fine-grained Conversational Decoding via Isotropic and Proximal Search. CoRR (2023)
Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang, Linqi Song
VCSUM: A Versatile Chinese Meeting Summarization Dataset. CoRR (2023)
Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song
Fine-grained Conversational Decoding via Isotropic and Proximal Search. EMNLP (2023)
Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan
A Scalable Test Problem Generator for Sequential Transfer Optimization. CoRR (2023)
Mengwei Yang, Shuqi Liu, Jie Xu, Guozhen Tan, Congduan Li, Linqi Song
Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost. J. Frankl. Inst. 360 (9) (2023)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. CoRR (2023)
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Xiaoyan Sun, Linqi Song, Kay Chen Tan
Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Shao-Lun Huang, Émilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang
Special issue on non-deterministic machine learning. J. Frankl. Inst. 360 (17) (2023)
Pingping Li, Leilei Yu, Linqi Song, Hanxu Hou
A Fast Algorithm for Finding the Roots of Polynomials over Finite Fields. WCSP (2023)
Han Sun, Wei Shao, Tao Li, Jiayu Zhao, Weitao Xu, Linqi Song
A pruning-then-quantization model compression framework for facial emotion recognition. Intell. Converged Networks 4 (3) (2023)
Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training. CoRR (2023)
Siyuan Wang, Qifa Yan, Jingjing Zhang, Jianping Wang, Linqi Song
Matrix Completion via Coded Distributed Alternating Least Squares. WCSP (2023)
Haochen Tan, Han Wu, Wei Shao, Xinyun Zhang, Mingjie Zhan, Zhaohui Hou, Ding Liang, Linqi Song
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts. EMNLP (2023)
Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation. CoRR (2023)
Bin Yu, Zhengyi Jiang, Zhongyi Huang, Linqi Song, Hanxu Hou
Product-Matrix Construction of Minimum Storage Rack-aware Regenerating Codes. WCSP (2023)
Yao Hu, Xiaoyan Sun, Ye Tian, Linqi Song, Kay Chen Tan
Communication Efficient Federated Learning With Heterogeneous Structured Client Models. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models. IJCNN (2022)
Shuqi Liu, SiuYing Man, Linqi Song
An NLP-Empowered Virtual Course Assistant for Online Teaching and Learning. TALE (2022)
Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma
Hiding Images in Deep Probabilistic Models. CoRR (2022)
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
Zero-shot Cross-lingual Conversational Semantic Role Labeling. NAACL-HLT (Findings) (2022)
Wenbo Ding, Amir Hossein Alavi, Francesco Fioranelli, Gang Li, Xiaoyue Ni, Linqi Song
Sensing, processing, computing and networking for the era of wearables. Digit. Signal Process. 125 (2022)
Zengyan Liu, Linqi Song, Christina Fragouli
Federated Multi-Armed Bandits With Vector Rewards for Aspect-Based Recommendations. GLOBECOM (2022)
Guangfeng Yan, Tan Li, Shao-Lun Huang, Tian Lan, Linqi Song
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning. IEEE J. Sel. Areas Commun. 40 (9) (2022)
Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings. CoRR (2022)
Xiaoming Xue, Cuie Yang, Yao Hu, Kai Zhang, Yiu-Ming Cheung, Linqi Song, Kay Chen Tan
Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems. IEEE Trans. Evol. Comput. 26 (6) (2022)
Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning. CoRR (2022)
Tan Li, Linqi Song
Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty. WCNC (2022)
Huanqi Yang, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya, Linqi Song, Weitao Xu
Vehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications. ICDCS (2022)
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Linqi Song, Kay Chen Tan
A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans. IJCNN (2022)
Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings. ACL (Findings) (2022)
Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma
Hiding Images in Deep Probabilistic Models. NeurIPS (2022)
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CoRR (2022)
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
Zero-shot Cross-lingual Conversational Semantic Role Labeling. CoRR (2022)
Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation. CoRR (2022)
Sichun Luo, Yuanzhang Xiao, Linqi Song
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CIKM (2022)
Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding
Communication-Efficient Federated Learning with Adaptive Quantization. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Sichun Luo, Yuanzhang Xiao, Linqi Song
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CoRR (2022)
Shuqi Liu, Wei Shao, Tan Li, Weitao Xu, Linqi Song
Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey. Digit. Signal Process. 125 (2022)
Yujia Wang, Shuqi Liu, Linqi Song
Designing an Educational Chatbot with Joint Intent Classification and Slot Filling. TALE (2022)
Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Zetian Zheng, Ka-Chun Wong
EGFI: drug-drug interaction extraction and generation with fusion of enriched entity and sentence information. Briefings Bioinform. 23 (1) (2022)
Tan Li, Linqi Song
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits. IEEE J. Sel. Areas Commun. 40 (3) (2022)
Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan
Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering. ICDCS (2022)
Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song
Learning Locality and Isotropy in Dialogue Modeling. CoRR (2022)
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CIKM (2022)
Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding
Towards Efficient Communications in Federated Learning: A Contemporary Survey. CoRR (2022)
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models. CoRR (2022)
Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Ka-Chun Wong
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Linqi Song