Linqi Song
- MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
2023/10/05 by Ke Wang, Wang, Ke, Houxing Ren +17 · 46 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Statistics Education and Methodologies
- DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
2024/06/03 by Haokun Lin, Lin, Haokun, Haobo Xu +15 · 52 citations
Engineering · #Scheduling and Optimization Algorithms
- Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
2023/08/15 by Aojun Zhou, Zhou, Aojun, Ke Wang +19 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Understanding and Patching Compositional Reasoning in LLMs
2024/02/22 by Z. Li, Gangwei Jiang, Li, Zhaoyi +9 · 16 citations
Social Sciences · Computer Science · Business, Management and Accounting · #Artificial Intelligence in Law #Semantic Web and Ontologies #Business Process Modeling and Analysis
- Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering
2021/09/13 by Jian Xu, Xu, Jian, Shao‐Lun Huang +4 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
2022/08/19 by Sichun Luo, Yuanzhang Xiao, Luo, Sichun +3 · 10 citations
Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation
2024/01/25 by Sichun Luo, Yuxuan Yao, Luo, Sichun +18 · 12 citations
Computer Science · Medicine · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Radiomics and Machine Learning in Medical Imaging #Recommender Systems and Techniques #Topic Modeling
- OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling
2024/07/13 by Zhicheng Yang, Yiwei Wang, Yang, Zhicheng +15 · 14 citations
Computer Science · #Fuzzy Logic and Control Systems #Software Engineering Research #Intelligent Tutoring Systems and Adaptive Learning
- RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation
2023/12/26 by Sichun Luo, Luo, Sichun, Bowei He +18 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving
2024/06/20 by Xiaohan Lin, Qingxing Cao, Lin, Xiaohan +13 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Semantic Web and Ontologies
- Minimizing Age of Information with Power Constraints: Multi-user Opportunistic Scheduling in Multi-State Time-Varying Channels
2019/12/11 by Haoyue Tang, Jintao Wang, Tang, Haoyue +5 · 4 citations
Computer Science · Engineering · Medicine · #Age of Information Optimization #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols
- A Polynomial-Time Algorithm for Pliable Index Coding
2016/10/21 by Linqi Song, Christina Fragouli, Song, Linqi +1 · 3 citations
Computer Science · #Cooperative Communication and Network Coding #Mobile Ad Hoc Networks
- PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
2023/05/11 by Sichun Luo, Luo, Sichun, Yuanzhang Xiao +9 · 4 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost
2019/07/16 by Mengwei Yang, Linqi Song, Yang, Mengwei +7 · 2 citations
Computer Science · #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Privacy-Preserving Technologies in Data
- PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
2024/01/26 by Haochen Tan, Tan, Haochen, Zhijiang Guo +17 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
2024/10/09 by Weichuan Wang, Zhaoyi Li, Wang, Weichuan +9 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- VCSUM: A Versatile Chinese Meeting Summarization Dataset
2023/05/09 by Han Wu, Mingjie Zhan, Wu, Han +9 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Learning From Correctness Without Prompting Makes LLM Efficient Reasoner
2024/03/28 by Yuxuan Yao, Yao, Yuxuan, Han Wu +15 · 4 citations
Social Sciences · #Artificial Intelligence in Law
- Towards Efficient Communications in Federated Learning: A Contemporary Survey
2022/08/02 by Zihao Zhao, Zhao, Zihao, Yuzhu Mao +11 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
2025/02/16 by Gangwei Jiang, Caigao Jiang, Jiang, Gangwei +13 · 6 citations
Arts and Humanities · Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Digital and Traditional Archives Management #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- Surrogate-Assisted Search with Competitive Knowledge Transfer for Expensive Optimization
2024/08/13 by Xiaoming Xue, Xue, Xiaoming, Yao Hu +9 · 3 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Search Problems
- What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
2025/05/28 by Gangwei Jiang, Yahui Liu, Jiang, Gangwei +13 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning
2023/12/12 by Guangfeng Yan, Yan, Guangfeng, Tan Li +6 · 2 citations
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Semantic Role Labeling Guided Multi-turn Dialogue ReWriter
2020/10/03 by Kun Xu, Xu, Kun, Haochen Tan +11 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Domain-Adaptive Pretraining Methods for Dialogue Understanding
2021/05/28 by Han Wu, Kun Xu, Wu, Han +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings
2022/03/11 by Haochen Tan, Wei Shao, Tan, Haochen +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- The Benefit of Being Flexible in Distributed Computation
2017/05/23 by Linqi Song, Sundara Rajan Srinivasavaradhan, Song, Linqi +3 · 1 citation
Computer Science · #Distributed systems and fault tolerance #Peer-to-Peer Network Technologies #Distributed and Parallel Computing Systems
- Adaptive Top-K in SGD for Communication-Efficient Distributed Learning
2022/10/24 by M. Ruan, Guangfeng Yan, Ruan, Mengzhe +7 · 1 citation
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking
2024/10/11 by Zekun Qian, Qian, Zekun, Ruize Han +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
- Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning
2023/04/26 by Guangfeng Yan, Tan Li, Yan, Guangfeng +5 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Random Matrices and Applications #Stochastic Gradient Optimization Techniques
- Video Quality Assessment for Spatio-Temporal Resolution Adaptive Coding
2024/02/23 by Hanwei Zhu, Baoliang Chen, Lingyu Zhu +3 · 1 citation
Computer Science · #Image and Video Quality Assessment #Advanced Data Compression Techniques #Advanced Image Processing Techniques
- Privacy in LLM-based Recommendation: Recent Advances and Future Directions
2024/06/03 by Sichun Luo, Wei Shao, Luo, Sichun +21 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Cryptography and Data Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data
- A Scalable Test Problem Generator for Sequential Transfer Optimization
2023/04/17 by Xiaoming Xue, Cuie Yang, Xue, Xiaoming +8 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
2024/06/05 by Shuqi Liu, Bowei He, Liu, Shuqi +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- 1bit-Merging: Dynamic Quantized Merging for Large Language Models
2025/02/15 by Shuqi Liu, Liu, Shuqi, Yao, Yuxuan +12 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Topic Modeling