Chen, Jiale
- Humanity's Last Exam
2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 103 citations
#cs.LG #cs.AI #cs.CL
- MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models
2024/08/21 by Elias Frantar, Roberto L. Castro, Frantar, Elias +7 · 11 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Quartet: Native FP4 Training Can Be Optimal for Large Language Models
2025/05/20 by Castro, Roberto L., Panferov, Andrei, Tabesh, Soroush +5 · 9 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multilingual Neural Machine Translation with Language Clustering
2019/08/25 by Tan, Xu, Chen, Jiale, He, Di +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation
2023/07/27 by Ling-Dong Kong, Yaru Niu, Kong, Lingdong +81 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics (cs.RO)
- Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
2023/09/23 by Zihua Si, Si, Zihua, Zhongxiang Sun +16 · 3 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning
2024/06/07 by Yilin Liu, Jiale Chen, Liu, Yilin +9 · 4 citations
Computer Science · #Handwritten Text Recognition Techniques
- Tropical cryptography III: digital signatures
2023/09/20 by Chen, Jiale, Grigoriev, Dima, Shpilrain, Vladimir · 1 citation
#Combinatorics (math.CO) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics
- Entropy Regularization and Faster Decremental Matching in General Graphs
2023/12/14 by Chen, Jiale, Sidford, Aaron, Tu, Ta-Wei · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- T-Stars-Poster: A Framework for Product-Centric Advertising Image Design
2025/01/24 by Chen, Hongyu, Zhou, Min, Jiang, Jing +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
2025/02/07 by Panferov, Andrei, Chen, Jiale, Tabesh, Soroush +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
2025/07/24 by Jiale Chen, Chen, Jiale, Yalda Shabanzadeh +7 · 3 citations
Computer Science · Mathematics · #Advanced Data Compression Techniques #Advanced Vision and Imaging #Image and Object Detection Techniques #cs.DS #cs.IT #cs.LG #math.IT
- UniDiffGrasp: A Unified Framework Integrating VLM Reasoning and VLM-Guided Part Diffusion for Open-Vocabulary Constrained Grasping with Dual Arms
2025/05/11 by Hongwei Hu, Guo, Xueyang, Chengye Song +11 · 2 citations
Computer Science · Engineering · Neuroscience · #FOS: Computer and information sciences #Motor Control and Adaptation #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
- Empathy Omni: Enabling Empathetic Speech Response Generation through Large Language Models
2025/08/26 by Wang, Haoyu, Zhang, Guangyan, Chen, Jiale +3 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.7 #Sound (cs.SD) #electronic engineering #information engineering
- Flow matching for reaction pathway generation
2025/07/14 by Tuo, Ping, Chen, Jiale, Li, Ju · 1 citation
#Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences
- CTR-Driven Ad Text Generation via Online Feedback Preference Optimization
2025/07/27 by Chen, Yanda, Ren, Zihui, Gao, Qixiang +5 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)