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Jinyang Guo

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

33

Venues

11

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

33 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models.Shengbo Gao, Jinyang Guo, Lixian Su, Yifu Ding, Shiqiao Gu, Aishan Liu, Yuqing Ma, Zhiwang Zhang, Xianglong Liu
2026AAAILLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit.Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2026AAAIFirst-Order Error Matters: Accurate Compensation for Quantized Large Language Models.Xingyu Zheng, Haotong Qin, Yuye Li, Haoran Chu, Jiakai Wang, Jinyang Guo, Michele Magno, Xianglong Liu
2026ACLHalf-S: Halving the Scale for Near-Lossless 4-Bit LLM Training.Jinyang Du, Ruihao Gong, Linghan Ai, Zining Wang, Yunke Peng, Yao Wang, Lei Yan, Xuefei Wang, Yaoyuan Wang, Jinyang Guo, Dahua Lin, Xianglong Liu
2026ACLContext as a Tool: Context Management for Long-Horizon SWE-Agents.Shukai Liu, Bo Jiang, Jian Yang, Yizhi Li, Jinyang Guo, Xianglong Liu, Bryan Dai
2026HPCAAUM: Unleashing the Efficiency Potential of Shared Processors with Accelerator Units for LLM Serving.Xinkai Wang, Chao Li, Yiming Zhuansun, Jinyang Guo, Xiaofeng Hou, Jing Wang, Luping Wang, Weigao Chen, Cheng Huang, Guodong Yang, Liping Zhang, Minyi Guo
2025AAAIAtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints.Zhiwei Dong, Mingzhu Shen, Shihao Bai, Xiuying Wei, Jinyang Guo, Ruihao Gong, Song-Lu Chen, Xianglong Liu, Xu-Cheng Yin
2025AAAITCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models.Haocheng Huang, Jiaxin Chen, Jinyang Guo, Ruiyi Zhan, Yunhong Wang
2025AAAIOvercoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach.Aowen Wang, Zhiwang Zhang, Dongang Wang, Fanyi Wang, Haotian Hu, Jinyang Guo, Yipeng Zhou, Chaoyi Pang, Shiting Wen
2025ACLDynamic Parallel Tree Search for Efficient LLM Reasoning.Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao
2025CVPRAPHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers.Zhuguanyu Wu, Jiayi Zhang, Jiaxin Chen, Jinyang Guo, Di Huang, Yunhong Wang
2025ICASSPLawDNet: Enhanced Audio-Driven Lip Synthesis via Local Affine Warping Deformation.Junli Deng, Yihao Luo, Xueting Yang, Siyou Li, Wei Wang, Jinyang Guo, Ping Shi
2025ICCVLow-Bit FlashAttention Accelerated Operator Design Based on Triton.Jinyang Du, Jinyang Guo, Yifu Ding
2025ICCVECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing.Jinyang Guo, Zhenghao Chen, Yuqing Ma, Yifu Ding, Xianglong Liu, Jinman Kim, Wanli Ouyang, Dacheng Tao
2025ICCVCMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation.Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jinyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang
2025ICLRBinaryDM: Accurate Weight Binarization for Efficient Diffusion Models.Xingyu Zheng, Xianglong Liu, Haotong Qin, Xudong Ma, Mingyuan Zhang, Haojie Hao, Jiakai Wang, Zixiang Zhao, Jinyang Guo, Michele Magno
2025ICMLDA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models.Changyi He, Yifu Ding, Jinyang Guo, Ruihao Gong, Haotong Qin, Xianglong Liu
2025ICMLHarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration.Yushi Huang, Zining Wang, Ruihao Gong, Jing Liu, Xinjie Zhang, Jinyang Guo, Xianglong Liu, Jun Zhang
2025NPCTriCooling-Sim: Efficient Thermal Simulation for High-Density Micro AI Data Centers.Jinyang Guo, Xinkai Wang, Jing Wang, Xiaofeng Hou, Chao Li, Minyi Guo
2024AAAIFast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes.Ruihao Gong, Yang Yong, Zining Wang, Jinyang Guo, Xiuying Wei, Yuqing Ma, Xianglong Liu
2024ACLDB-LLM: Accurate Dual-Binarization for Efficient LLMs.Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
2024CVPRReg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector.Yifu Ding, Weilun Feng, Chuyan Chen, Jinyang Guo, Xianglong Liu
2024CVPRLTA-PCS: Learnable Task-Agnostic Point Cloud Sampling.Jiaheng Liu, Jianhao Li, Kaisiyuan Wang, Hongcheng Guo, Jian Yang, Junran Peng, Ke Xu, Xianglong Liu, Jinyang Guo
2024CVPRPTQ4SAM: Post-Training Quantization for Segment Anything.Chengtao Lv, Hong Chen, Jinyang Guo, Yifu Ding, Xianglong Liu
2024ICMLCompressing Large Language Models by Joint Sparsification and Quantization.Jinyang Guo, Jianyu Wu, Zining Wang, Jiaheng Liu, Ge Yang, Yifu Ding, Ruihao Gong, Haotong Qin, Xianglong Liu
2023ACLAdaptive Contrastive Knowledge Distillation for BERT Compression.Jinyang Guo, Jiaheng Liu, Zining Wang, Yuqing Ma, Ruihao Gong, Ke Xu, Xianglong Liu
2023CVPRAnnealing-based Label-Transfer Learning for Open World Object Detection.Yuqing Ma, Hainan Li, Zhange Zhang, Jinyang Guo, Shanghang Zhang, Ruihao Gong, Xianglong Liu
2023EMNLPOutlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling.Xiuying Wei, Yunchen Zhang, Yuhang Li, Xiangguo Zhang, Ruihao Gong, Jinyang Guo, Xianglong Liu
2022CVPRCoarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction.Zhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang, Dong Xu
2022CVPRUnsupervised Learning of Accurate Siamese Tracking.Qiuhong Shen, Lei Qiao, Jinyang Guo, Peixia Li, Xin Li, Bo Li, Weitao Feng, Weihao Gan, Wei Wu, Wanli Ouyang
2022ECCVCoupleFace: Relation Matters for Face Recognition Distillation.Jiaheng Liu, Haoyu Qin, Yichao Wu, Jinyang Guo, Ding Liang, Ke Xu
2020AAAIChannel Pruning Guided by Classification Loss and Feature Importance.Jinyang Guo, Wanli Ouyang, Dong Xu
2020CVPRMulti-Dimensional Pruning: A Unified Framework for Model Compression.Jinyang Guo, Wanli Ouyang, Dong Xu