Li, Jianguo
- Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs
2025/03/07 by Ling Team, Binwei Zeng, Chao Huang +144 · 10 voices · 10 citations
#cs.LG #cs.AI #cs.CL
- Learning Efficient Convolutional Networks through Network Slimming
2017/08/22 by Zhuang Liu, Jianguo Li, Liu, Zhuang +9 · 58 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
2023/11/14 by Ziyin Zhang, Zhang, Ziyin, Kai Chen +13 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE)
- Boosting Adversarial Attacks with Momentum
2017/10/17 by Yinpeng Dong, Fangzhou Liao, Dong, Yinpeng +11 · 8 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis
2023/10/31 by Zelin Ni, Hang Yu, Ni, Zelin +7 · 13 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
2025/03/16 by Qin, Ziran, Cao, Yuchen, Lin, Mingbao +5 · 18 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Network Decoupling: From Regular to Depthwise Separable Convolutions
2018/08/16 by Jianbo Guo, Guo, Jianbo, Yuxi Li +7 · 6 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Sparse and Compressive Sensing Techniques
- MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning
2023/11/04 by Bingchang Liu, Kai Chen, Liu, Bingchang +21 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- Towards Accurate One-Stage Object Detection with AP-Loss
2019/04/12 by Chen, Kean, Li, Jianguo, Lin, Weiyao +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks
2025/05/22 by Tao, Hongyuan, Zhang, Ying, Tang, Zhenhao +12 · 14 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Weakly Supervised Dense Video Captioning
2017/04/05 by Shen, Zhiqiang, Li, Jianguo, Su, Zhou +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usages
2018/07/29 by Yuxi Li, Jiuwei Li, Li, Yuxi +5 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Visual Attention and Saliency Detection
- Learning Visual Knowledge Memory Networks for Visual Question Answering
2018/06/13 by Su Zhou, Chen Zhu, Su, Zhou +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
2025/12/03 by Zhenglin Cheng, Cheng, Zhenglin, Peng Sun +5 · 1 voice · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.CV
- Reinforcement Learning with Rubric Anchors
2025/08/18 by Zenan Huang, Yihong Zhuang, Huang, Zenan +36 · 20 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gear and Bearing Dynamics Analysis #Machine Learning (cs.LG) #Robotic Mechanisms and Dynamics
- Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM
2025/03/22 by Codefuse, Team, Ling, : +30 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
- Enabling Efficient Batch Serving for LMaaS via Generation Length Prediction
2024/06/07 by Ke Cheng, Cheng, Ke, Wen Hu +9 · 4 citations
Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Optical Wireless Communication Technologies #Parallel #Wireless Communication Networks Research #and Cluster Computing (cs.DC)
- An Empirical Study on Commit Message Generation using LLMs via In-Context Learning
2025/02/26 by Wu, Yifan, Wang, Yunpeng, Li, Ying +5 · 5 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Slice-Level Scheduling for High Throughput and Load Balanced LLM Serving
2024/06/19 by K. Cheng, Wen Hu, Cheng, Ke +9 · 3 citations
Engineering · #Distributed #FOS: Computer and information sciences #Parallel #Scheduling and Optimization Algorithms #Sensorless Control of Electric Motors #and Cluster Computing (cs.DC)
- GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding
2024/09/06 by Ziyin Zhang, Hang Yu, Zhang, Ziyin +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- D2LLM: Decomposed and Distilled Large Language Models for Semantic Search
2024/06/25 by Liao, Zihan, Yu, Hang, Li, Jianguo +2 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy
2024/07/19 by T Zhang, Chaoyu Chen, Zhang, Tingkai +15 · 3 citations
Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- LLaDA-MoE: A Sparse MoE Diffusion Language Model
2025/09/29 by Fengqi Zhu, Zhu, Fengqi, Zebin You +50 · 1 voice · 9 citations
Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Natural Language Processing Techniques
- E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning
2024/09/10 by Zihan Liao, Liao, Zihan, Hang Yu +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions
2024/10/09 by Zhihao He, He, Zhihao, Hang Yu +9 · 3 citations
Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models
2024/10/09 by Zi Gong, Yu Hang, Gong, Zi +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending
2023/09/15 by Shiyi Zhu, Jing Ye, Zhu, Shiyi +10 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- VDTuner: Automated Performance Tuning for Vector Data Management Systems
2024/04/16 by Tiannuo Yang, Yang, Tiannuo, Wen Hu +11 · 1 citation
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Simulation Techniques and Applications
- dInfer: An Efficient Inference Framework for Diffusion Language Models
2025/10/09 by Ma, Yuxin, Du, Lun, Wei, Lanning +20 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LogPTR: Variable-Aware Log Parsing with Pointer Network
2024/01/11 by Wu, Yifan, Chai, Bingxu, Yu, Siyu +4 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
2025/08/11 by Heng Wu, Wu, Haoyuan, Xiaodong Chen +22 · 4 citations
Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications
- SCOOT: SLO-Oriented Performance Tuning for LLM Inference Engines
2024/08/08 by Ke Cheng, Cheng, Ke, Zhi Wang +9 · 1 citation
Engineering · #Industrial Automation and Control Systems #Advanced Control Systems Design #Fault Detection and Control Systems
- CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credits
2025/10/07 by Wang, Kangyu, Jiang, Zhiyun, Feng, Haibo +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LLaDA2.0: Scaling Up Diffusion Language Models to 100B
2025/12/10 by Tiwei Bie, Bie, Tiwei, Kun Chen +57 · 4 citations
Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques