Yihua Cheng

According to our database, Yihua Cheng authored at least 56 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following.

Shijing Wang, Yaping Huang, Chaoqun Cui, David Wong, Yihua Cheng, Alexandros Neophytou, Hyung Jin Chang

CoRR, May, 2026

FoSS: Modeling Long Range Dependencies and Multimodal Uncertainty in Trajectory Prediction via Fourier State Space Integration.

Yizhou Huang, Gengze Jiang, Yihua Cheng, Kezhi Wang

CoRR, March, 2026

Efficient Driving Behavior Narration and Reasoning on Edge Device Using Large Language Models.

Yizhou Huang, Yihua Cheng, Kezhi Wang

IEEE Trans. Veh. Technol., January, 2026

DroidSpeak: KV Cache Sharing Across Fine-tuned Model Variants.

Yuhan Liu, Yuyang Huang, Jiayi Yao, Shaoting Feng, Zhuohan Gu, Kuntai Du, Hanchen Li, Yihua Cheng, Junchen Jiang, Shan Lu, Madan Musuvathi, Esha Choukse

Proceedings of the 23rd USENIX Symposium on Networked Systems Design and Implementation, 2026

RTGaze: Real-Time 3D-Aware Gaze Redirection from a Single Image.

Hengfei Wang, Zhongqun Zhang, Yihua Cheng, Hyung Jin Chang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Force-Aware 3D Contact Modeling for Stable Grasp Generation.

Zhuo Chen, Zhongqun Zhang, Yihua Cheng, Ales Leonardis, Hyung Jin Chang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

VL4Gaze: Unleashing Vision-Language Models for Gaze Following.

Shijing Wang, Chaoqun Cui, Yaping Huang, Hyung Jin Chang, Yihua Cheng

CoRR, December, 2025

EVICPRESS: Joint KV-Cache Compression and Eviction for Efficient LLM Serving.

Shaoting Feng, Yuhan Liu, Hanchen Li, Xiaokun Chen, Samuel Shen, Kuntai Du, Zhuohan Gu, Rui Zhang, Yuyang Huang, Yihua Cheng, Jiayi Yao, Qizheng Zhang, Ganesh Ananthanarayanan, Junchen Jiang

CoRR, December, 2025

Behavior-Aware Knowledge-Embedded Model for Driver Attention Prediction.

Yuchen Zhou, Chao Gou, Zipeng Guo, Yihua Cheng, Hyung Jin Chang

IEEE Trans. Circuits Syst. Video Technol., October, 2025

LMCache: An Efficient KV Cache Layer for Enterprise-Scale LLM Inference.

Yihua Cheng, Yuhan Liu, Jiayi Yao, Yuwei An, Xiaokun Chen, Shaoting Feng, Yuyang Huang, Samuel Shen, Kuntai Du, Junchen Jiang

CoRR, October, 2025

AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving.

Shaoting Feng, Hanchen Li, Kuntai Du, Zhuohan Gu, Yuhan Liu, Jiayi Yao, Siddhant Ray, Samuel Shen, Yihua Cheng, Ganesh Ananthanarayanan, Junchen Jiang

CoRR, September, 2025

Excavate the potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement.

Zheng Cheng, Wenri Wang, Guangyong Chen, Yakun Ju, Yihua Cheng, Zhisong Liu, Yanda Meng, Jintao Song

CoRR, August, 2025

HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse.

Yuwei An, Yihua Cheng, Seo Jin Park, Junchen Jiang

CoRR, April, 2025

Learning Velocity and Acceleration: Self-Supervised Motion Consistency for Pedestrian Trajectory Prediction.

Yizhou Huang, Yihua Cheng, Kezhi Wang

CoRR, March, 2025

Towards More Economical Context-Augmented LLM Generation by Reusing Stored KV Cache.

Hanchen Li, Yuhan Liu, Yihua Cheng, Kuntai Du, Junchen Jiang

CoRR, March, 2025

Excavate the Potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement.

Zheng Cheng, Wenri Wang, Guang-Yong Chen, Yakun Ju, Yihua Cheng, Zhisong Liu, Yanda Meng, Jintao Song

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Meta-Learning Enables Complex Cluster-Specific Few-Shot Binding Affinity Prediction for Protein-Protein Interactions.

Yang Yue, Yihua Cheng, Céline Marquet, Chenguang Xiao, Jingjing Guo, Shu Li, Shan He

J. Chem. Inf. Model., 2025

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications.

Kuntai Du, Bowen Wang, Chen Zhang, Yiming Cheng, Qing Lan, Hejian Sang, Yihua Cheng, Jiayi Yao, Xiaoxuan Liu, Yifan Qiao, Ion Stoica, Junchen Jiang

Proceedings of the ACM SIGOPS 31st Symposium on Operating Systems Principles, 2025

Multi-Hypothesis 3D Hand Mesh Recovering from a Single Blurry Image.

Yuming Chen, Rongyu Chen, Zhongqun Zhang, Yihua Cheng, Hyung Jin Chang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion.

Jiayi Yao, Hanchen Li, Yuhan Liu, Siddhant Ray, Yihua Cheng, Qizheng Zhang, Kuntai Du, Shan Lu, Junchen Jiang

Proceedings of the Twentieth European Conference on Computer Systems, 2025

PersonaBooth: Personalized Text-to-Motion Generation.

Boeun Kim, Hea In Jeong, JungHoon Sung, Yihua Cheng, Jeongmin Lee, Ju Yong Chang, Sang-Il Choi, Younggeun Choi, Saim Shin, Jungho Kim, Hyung Jin Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM.

Yizhou Huang, Yihua Cheng, Kezhi Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

3D Prior Is All You Need: Cross-Task Few-shot 2D Gaze Estimation.

Yihua Cheng, Hengfei Wang, Zhongqun Zhang, Yang Yue, Boeun Kim, Feng Lu, Hyung Jin Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Earth+: On-Board Satellite Imagery Compression Leveraging Historical Earth Observations.

Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Junchen Jiang

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

Single-view Image to Novel-view Generation for Hand-Object Interactions.

Zhongqun Zhang, Yihua Cheng, Eduardo Pérez-Pellitero, Yiren Zhou, Jiankang Deng, Hyung Jin Chang, Jifei Song

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Appearance-Based Gaze Estimation With Deep Learning: A Review and Benchmark.

Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Do Large Language Models Need a Content Delivery Network?

Yihua Cheng, Kuntai Du, Jiayi Yao, Junchen Jiang

CoRR, 2024

Earth+: on-board satellite imagery compression leveraging historical earth observations.

Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Ranveer Chandra, Junchen Jiang

CoRR, 2024

Chatterbox: Robust Transport for LLM Token Streaming under Unstable Network.

Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang

CoRR, 2024

Multi-Modal Gaze Following in Conversational Scenarios.

Yuqi Hou, Zhongqun Zhang, Nora Horanyi, Jaewon Moon, Yihua Cheng, Hyung Jin Chang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving.

Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang

Proceedings of the ACM SIGCOMM 2024 Conference, 2024

GRACE: Loss-Resilient Real-Time Video through Neural Codecs.

Yihua Cheng, Ziyi Zhang, Hanchen Li, Anton Arapin, Yue Zhang, Qizheng Zhang, Yuhan Liu, Kuntai Du, Xu Zhang, Francis Y. Yan, Amrita Mazumdar, Nick Feamster, Junchen Jiang

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Eloquent: A More Robust Transmission Scheme for LLM Token Streaming.

Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang

Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 2024

TextGaze: Gaze-Controllable Face Generation with Natural Language.

Hengfei Wang, Zhongqun Zhang, Yihua Cheng, Hyung Jin Chang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

NL2Contact: Natural Language Guided 3D Hand-Object Contact Modeling with Diffusion Model.

Zhongqun Zhang, Hengfei Wang, Ziwei Yu, Yihua Cheng, Angela Yao, Hyung Jin Chang

Proceedings of the Computer Vision - ECCV 2024, 2024

What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation.

Yihua Cheng, Yaning Zhu, Zongji Wang, Hongquan Hao, Yongwei Liu, Shiqing Cheng, Xi Wang, Hyung Jin Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Enabling Perception-Driven Optimization in Networking.

Yihua Cheng, Xu Zhang, Junchen Jiang

SIGMETRICS Perform. Evaluation Rev., September, 2023

CacheGen: Fast Context Loading for Language Model Applications.

Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang

CoRR, 2023

Grace++: Loss-Resilient Real-Time Video Communication under High Network Latency.

Yihua Cheng, Anton Arapin, Ziyi Zhang, Qizheng Zhang, Hanchen Li, Nick Feamster, Junchen Jiang

CoRR, 2023

Optimizing Real-Time Video Experience with Data Scalable Codec.

Hanchen Li, Yihua Cheng, Ziyi Zhang, Qizheng Zhang, Anton Arapin, Nick Feamster, Amrita Mazumdar

Proceedings of the 2023 Workshop on Emerging Multimedia Systems, 2023

POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets.

Yunzhe Ni, Feng Qian, Taide Liu, Yihua Cheng, Zhiyao Ma, Jing Wang, Zhongfeng Wang, Gang Huang, Xuanzhe Liu, Chenren Xu

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

DVGaze: Dual-View Gaze Estimation.

Yihua Cheng, Feng Lu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Online Profiling and Adaptation of Quality Sensitivity for Internet Video.

Yihua Cheng, Hui Zhang, Junchen Jiang

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework.

Henry Milner, Yihua Cheng, Jibin Zhan, Hui Zhang, Vyas Sekar, Junchen Jiang, Ion Stoica

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

High-Fidelity Eye Animatable Neural Radiance Fields for Human Face.

Hengfei Wang, Zhongqun Zhang, Yihua Cheng, Hyung Jin Chang

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

GRACE: Loss-Resilient Real-Time Video Communication Using Data-Scalable Autoencoder.

Yihua Cheng, Anton Arapin, Ziyi Zhang, Qizheng Zhang, Hanchen Li, Nick Feamster, Junchen Jiang

CoRR, 2022

Gaze Estimation using Transformer.

Yihua Cheng, Feng Lu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation.

Yihua Cheng, Yiwei Bao, Feng Lu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Critique of "Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility" by SCC Team From Peking University.

Yihua Cheng, Zejia Fan, Jing Mai, Yifan Wu, Pengcheng Xu, Yuxuan Yan, Zhenxin Fu, Yun Liang

IEEE Trans. Parallel Distributed Syst., 2021

2020

Gaze Estimation by Exploring Two-Eye Asymmetry.

Yihua Cheng, Xucong Zhang, Feng Lu, Yoichi Sato

IEEE Trans. Image Process., 2020

A First Look at Disconnection-Centric TCP Performance on High-Speed Railways.

Chenren Xu, Jing Wang, Zhiyao Ma, Yihua Cheng, Yunzhe Ni, Wangyang Li, Feng Qian, Yuanjie Li

IEEE J. Sel. Areas Commun., 2020

Adaptive Feature Fusion Network for Gaze Tracking in Mobile Tablets.

Yiwei Bao, Yihua Cheng, Yunfei Liu, Feng Lu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation.

Yihua Cheng, Shiyao Huang, Fei Wang, Chen Qian, Feng Lu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

An Active-Passive Measurement Study of TCP Performance over LTE on High-speed Rails.

Jing Wang, Yufan Zheng, Yunzhe Ni, Chenren Xu, Feng Qian, Wangyang Li, Wantong Jiang, Yihua Cheng, Zhuo Cheng, Yuanjie Li, Xiufeng Xie, Yi Sun, Zhongfeng Wang

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

2018

Student Cluster Competition 2017, Team Peking University: Reproducing vectorization of the Tersoff multi-body potential on the Intel Broadwell architecture.

Zhenxin Fu, Lei Yang, Wenbin Hou, Zhuohan Li, Yifan Wu, Yihua Cheng, Xiaolin Wang, Yun Liang

Parallel Comput., 2018

Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression.

Yihua Cheng, Feng Lu, Xucong Zhang

Proceedings of the Computer Vision - ECCV 2018, 2018