Hanning Chen

1. TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
   2024/03/12 by Hanning Chen, Wenjun Huang, Chen, Hanning +13 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
2. Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?
   2025/01/27 by Zhiling Chen, Chen, Zhiling, Hanning Chen +5 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning
   2024/03/09 by Hanning Chen, Yang Ni, Chen, Hanning +17 · 2 citations
   Computer Science · #Semantic Web and Ontologies #AI-based Problem Solving and Planning #Cognitive Computing and Networks
4. Towards Efficient Hyperdimensional Computing Using Photonics
   2023/11/29 by Farbin Fayza, Cansu Demirkiran, Fayza, Farbin +19 · 1 citation
   Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Photonic and Optical Devices
5. TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization
   2025/12/09 by Haonan Li, Keyu Man, Li, Haonan +13 · 1 citation
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE)
6. PolyQ: Codesigning End-to-End Quantization Framework for Scalable Edge CPU LLM Inference
   2026/07/16 by Hyunwoo Oh, Suyeon Jang, Hanning Chen +4
   #cs.LG #cs.AR #cs.OS
7. ExaGEMM: Exploration Framework for CPU-Driven ML Inference via Associative In-Register Computing for Low-Bit GEMM
   2026/07/16 by Hyunwoo Oh, Suyeon Jang, Hanning Chen +3
   #cs.AR #cs.LG #cs.OS