Lin, Jiacheng
- Cascade Speculative Drafting for Even Faster LLM Inference
2023/12/18 by Ziyi Chen, Chen, Ziyi, Xiaocong Yang +9 · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
2025/02/28 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +13 · 16 citations
Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Expert finding and Q&A systems
- EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving
2024/02/28 by Jiacheng Lin, Lin, Jiacheng, Jiajun Chen +11 · 6 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Music and Audio Processing #Robotics (cs.RO) #Speech and Audio Processing #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
2025/12/18 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +67 · 5 voices · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
- SSD-MonoDETR: Supervised Scale-aware Deformable Transformer for Monocular 3D Object Detection
2023/05/12 by Xuan He, He, Xuan, Fan Yang +12 · 3 citations
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- s3: You Don't Need That Much Data to Train a Search Agent via RL
2025/05/20 by Pengcheng Jiang, Jiang, Pengcheng, Xueqiang Xu +10 · 12 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning
2025/03/31 by Lin, Jiacheng, Wang, Tian, Qian, Kun · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models
2023/08/27 by Kaiyuan Gao, Gao, Kaiyuan, Sunan He +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space Model
2024/04/19 by Kang Zeng, Zeng, Kang, Hao Shi +13 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #Robotics (cs.RO) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- CAMBranch: Contrastive Learning with Augmented MILPs for Branching
2024/02/06 by Jiacheng Lin, Lin, Jiacheng, Meng Xu +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
- DTCLMapper: Dual Temporal Consistent Learning for Vectorized HD Map Construction
2024/05/09 by Siyu Li, Li, Siyu, Jiacheng Lin +13 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Video Analysis and Summarization #electronic engineering #information engineering
- CFMW: Cross-modality Fusion Mamba for Robust Object Detection under Adverse Weather
2024/04/25 by Haoyuan Li, Qi Hu, Li, Haoyuan +9 · 2 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Target Detection Methodologies #Multimedia (cs.MM) #Remote-Sensing Image Classification #Robotics (cs.RO) #electronic engineering #information engineering
- Panacea: A foundation model for clinical trial search, summarization, design, and recruitment
2024/06/25 by Jiacheng Lin, Hanwen Xu, Lin, Jiacheng +7 · 2 citations
Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Science, Research, and Medicine #Scientific Computing and Data Management
- Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning
2025/05/30 by Jiacheng Lin, Zhenbang Wu, Lin, Jiacheng +3 · 4 citations
Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Safety Systems Engineering in Autonomy
- AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation
2023/05/07 by Lin, Jiacheng, Chen, Jiajun, Yang, Kailun +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Bi-Mapper: Holistic BEV Semantic Mapping for Autonomous Driving
2023/05/07 by Siyu Li, Li, Siyu, Kailun Yang +11 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
- PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation
2023/06/11 by Zhang, Xu, Yang, Kailun, Lin, Jiacheng +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
2024/02/16 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
2025/07/23 by Yimeng Zhang, Tian Wang, Zhang, Yimeng +29 · 4 citations
Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Transportation and Mobility Innovations
- GT2Vec: Large Language Models as Multi-Modal Encoders for Text and Graph-Structured Data
2024/10/15 by Jia-Cheng Lin, Kun Qian, Lin, Jiacheng +20 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies