Відео

[2024 NeurIPS] 3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning

[2024 MICRO] Fusion-3D: Integrated Acceleration for Instant 3D Reconstruction and Real-Time Rendering

[2024 NeurIPS] ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

[NeurIPS 2024] "AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment" by Yonggan Fu, Zhongzhi Yu, Junwei Li, Jiayi Qian, Yongan Zhang, Xiangchi Yuan, Dachuan Shi, Roman Yakunin, and Yingyan (Celine) Lin. Paper: arxiv.org/pdf/2411.10606 Github: github.com/GATECH-EIC/AmoebaLLM

[ECCV 2024 Oral] "Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields" by Yonggan Fu, Huaizhi Qu, Zhifan Ye, Chaojian Li, Kevin Zhao, and Yingyan (Celine) Lin. Paper: arxiv.org/pdf/2403.11131 Github: github.com/GATECH-EIC/Omni-Recon

[2024 ICML] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration

[2024 DAC] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting

[ICML 2024] "When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models" by Haoran You, Yichao Fu, Zheng Wang, Amir Yazdanbakhsh, and Yingyan (Celine) Lin.

Demonstration of generating multi-grained descriptions for the customized Verilog code repo using MG-Verilog

[ICML 2023] "Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning" by Zhongzhi Yu, Yang Zhang, Kaizhi Qian, Cheng Wan, Yonggan Fu, Yongan Zhang, Yingyan (Celine) Lin.

[ICML 2023] "NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations" by Yonggan Fu, Ye Yuan, Souvik Kundu, Shang Wu, Shunyao Zhang, Yingyan (Celine) Lin.

[ISCA 2023] "Instant-3D: Instant Neural Radiance Field Training Towards On-Device AR/VR 3D Reconstruction" by Sixu Li*, Chaojian Li*, Wenbo Zhu, Boyang (Tony) Yu, Yang (Katie) Zhao, Cheng Wan, Haoran You, Huihong Shi, Yingyan (Celine) Lin.

[ISCA 2023] "Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design" by Yonggan Fu, Zhifan Ye, Jiayi Yuan, Shunyao Zhang, Sixu Li, Haoran You, Yingyan (Celine) Lin.

[2023 CVPR] "Hint-Aug: Drawing Hints From FViTs Towards Boosted Few-Shot Parameter-Efficient Tuning", by Zhongzhi Yu, Shang Wu, Yonggan Fu, Shunyao Zhang, and Yingyan (Celine) Lin.

2023CVPR AutoCARD

2023CVPR Castling-ViT

2023HPCA ViTCoD

2022ICCAD RT-NeRF

2023HPCA ViTALiTy

2022NeurIPS S3-Router

[MLSys 2022] BNS-GCN

ICML2022 ShiftAddNAS

ISCA2022 EyeCoD

AAAI2022 Early-Bird GCN

ECCV2022 SuperTickets

2022ICML DepthShrinker

2021NeurIPS Robust Scratch Ticket

2022ICLR Patch-Fool

2021ICML Double-Win Quant