Liu, Zechun

Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space

Chavan, A., Shen, Z., Liu, Z., Liu, Z., Cheng, K.-T., & Xing, E. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsMachine Learning and Data Classification

Cited by 72

LLM-FP4: 4-Bit Floating-Point Quantized Transformers

Liu, S.-Y., Liu, Z., Huang, X., Dong, P., & Cheng, K.-T. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Advanced Neural Network ApplicationsNumerical Methods and Algorithms

Cited by 50

An Introduction to Vision-Language Modeling

Bordes, F., Pang, R. Y., Ajay, A., Li, A. C., Bardes, A., Petryk, S., Mañas, O., Lin, Z., Mahmoud, A., Jayaraman, B., et al. (2024) · arXiv

Multimodal Machine Learning ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 47

Bit: Robustly binarized multi-distilled transformer

Liu, Z., Oguz, B., Pappu, A., Xiao, L., Yih, S., Li, M., Krishnamoorthi, R., & Mehdad, Y. (2022) · Advances in Neural Information Processing Systems 35

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 39

LLM-QAT: Data-Free Quantization Aware Training for Large Language Models

Liu, Z., Oguz, B., Zhao, C., Chang, E., Stock, P., Mehdad, Y., Shi, Y., Krishnamoorthi, R., & Chandra, V. (2023) · arXiv

Advanced Neural Network ApplicationsTopic Modeling

Cited by 13

Oscillation-free Quantization for Low-bit Vision Transformers

Liu, S.-Y., Liu, Z., & Cheng, K.-T. (2023) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 8

Agent-as-a-Judge: Evaluate Agents with Agents

Zhuge, M., Zhao, C., Ashley, D., Wang, W., Khizbullin, D., Xiong, Y., Liu, Z., Chang, E., Krishnamoorthi, R., Tian, Y., et al. (2024) · arXiv

Software Engineering ResearchAI-based Problem Solving and Planning

Cited by 5

VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice

Liu, S., Zhuge, M., Zhao, C., Chen, J., Wu, L., Liu, Z., Zhu, C., Cai, Z., Zhou, C., Liu, H., et al. (2026) · arXiv

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 0

Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations

Fedorov, I., Plawiak, K., Wu, L., Elgamal, T., Suda, N., Smith, E., Zhan, H., Chi, J., Hulovatyy, Y., Patel, K., et al. (2024) · arXiv

Hate Speech and Cyberbullying DetectionAdversarial Robustness in Machine Learning

Cited by 0