Guihai Chen

Shanghai Jiao Tong University, China

41 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6934-1685 ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×7 WWW ×6 SIGMOD ×5 AAAI ×4 NeurIPS ×4 ICDE ×3 ICCV ×2 ACL ×1 ACM MM ×1 CIKM ×1 ECAI ×1 ECML-PKDD ×1 EMNLP ×1 ICDM ×1 IJCAI ×1 SIGIR ×1 VLDB ×1

Frequent coauthors

Fan Wu

×13

Xiaofeng Gao

×10

Chaoyue Niu

×8

Linghe Kong

×6

Rong Gu

×6

Yucen Gao

×5

Haipeng Dai

×5

Chengying Huan

×4

Chen Tian

×4

Meng Li

×4

Jiaqi Zheng

×4

Yuchen Li

×3

Papers

AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
AAAI 2026 ·
Qiyang Li
,
Rui Kong
,
Yuchen Li
,
Hengyi Cai
,
Shuaiqiang Wang
,
Linghe Kong
, Guihai Chen,
Dawei Yin
Automated Annotation of Privacy Information in User Interactions with Large Language Models
SIGKDD 2026 ·
Hang Zeng
,
Xiangyu Liu
,
Yong Hu
,
Chaoyue Niu
,
Fan Wu
,
Shaojie Tang
, Guihai Chen
CMANNS: GPU-Accelerated Graph Index Construction for ANNS via Compute-Memory Disaggregation
SIGMOD 2026 ·
Chengying Huan
,
Renjie Yao
,
Shaonan Ma
,
Rong Gu
,
Zhengyi Yang
,
Lizheng Chen
,
Zhibin Wang
,
Mingxing Zhang
,
Fang Xi
, Guihai Chen,
Chen Tian
Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation
AAAI 2026 ·
Qi Liu
,
Chenghao Xu
,
Jiexi Yan
,
Guangtao Lyu
,
Erkun Yang
, Guihai Chen,
Yanhua Yang
CoDec: Prefix-Shared Decoding Kernel for LLMs
SIGMOD 2026 ·
Zhibin Wang
,
Rui Ning
,
Chao Fang
,
Zhonghui Zhang
,
Xi Lin
,
Shaobo Ma
,
Mo Zhou
,
Xue Li
,
Zhongfeng Wang
,
Chengying Huan
,
Rong Gu
,
Kun Yang
, Guihai Chen,
Sheng Zhong
,
Chen Tian
ProCAST: A Projection Framework for Coupled Aggregation Constrained Multivariate Time Series Forecasting
AAAI 2026 ·
Jiaqi Xue
,
Hongji Dong
,
Yucen Gao
,
Xiaofeng Gao
, Guihai Chen
Prototype Augmentation-based Edge-end Heterogeneous Collaborative Learning
WWW 2026 ·
Enze Yu
,
Penghuan Cheng
,
Haipeng Dai
,
Haihan Zhang
,
Sujin Hou
,
Meng Li
,
Zhenzhe Zheng
,
Qiang He
, Guihai Chen
Smaller but Better: Plasticity-Preserving Continual Learning for Embedded AI
WWW 2026 ·
Chenxin Mao
,
Haibo Liu
,
Zhenzhe Zheng
,
Fan Wu
, Guihai Chen
Vistar: Enhancing the Perception Capability of LLMs under Imprecise IMU-Text Alignment
SIGKDD 2026 ·
Yatong Chen
,
Chenzhi Hu
,
Bowen He
,
Ruijie Wang
,
Xiaomin Ouyang
,
Shengzhong Liu
,
Jianxin Li
,
Fan Wu
, Guihai Chen
When Complex Event Recognition Meets Cloud-Native Architectures
ICDE 2026 ·
Shizhe Liu
,
Haipeng Dai
,
Meng Li
,
Yuemeng Zhang
,
Shaoxu Song
,
Zhifeng Bao
,
Hancheng Wang
,
Xiaofeng Gao
, Guihai Chen
ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality
WWW 2025 ·
Yongxuan Han
,
Shengzhong Liu
,
Fan Wu
, Guihai Chen
Adaptive Routing of Text-to-Image Generation Requests between Large Cloud Model and Light-Weight Edge Model
ICCV 2025 ·
Zewei Xin
,
Qinya Li
,
Chaoyue Niu
,
Fan Wu
, Guihai Chen
Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data
NeurIPS 2025 ·
Shuli Zhang
,
Hao Zhou
,
Jiaqi Zheng
,
Guibin Jiang
,
Bing Cheng
,
Wei Lin
, Guihai Chen
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
NeurIPS 2025 ·
Gucongcong Fan
,
Chaoyue Niu
,
Chengfei Lyu
,
Fan Wu
, Guihai Chen
CSR: Achieving 1 Bit Key-Value Cache via Sparse Representation
AAAI 2025 ·
Hongxuan Zhang
,
Yao Zhao
,
Jiaqi Zheng
,
Chenyi Zhuang
,
Jinjie Gu
, Guihai Chen
DRNCS: Dual-Level Route Generation Model Based on Node Contraction and Shortcuts
ECML-PKDD 2025 ·
Zhuoran Li
,
Yucen Gao
,
Yu Yin
,
Xinle Li
,
Hui Gao
,
Xiaofeng Gao
, Guihai Chen
Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine
SIGMOD 2025 ·
Chengying Huan
,
Zhengyi Yang
,
Haoshen Yang
,
Shaonan Ma
,
Rong Gu
,
Fang Xi
,
Yongchao Liu
, Guihai Chen,
Chen Tian
HotPrefix: Hotness-Aware KV Cache Scheduling for Efficient Prefix Sharing in LLM Inference Systems
SIGMOD 2025 ·
Yuhang Li
,
Rong Gu
,
Chengying Huan
,
Zhibin Wang
,
Renjie Yao
,
Chen Tian
, Guihai Chen
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters
ICCV 2025 ·
Jiaming Liu
,
Linghe Kong
, Guihai Chen
Personalized Language Model Learning on Text Data Without User Identifiers
SIGKDD 2025 ·
Yucheng Ding
,
Yangwenjian Tan
,
Xiangyu Liu
,
Chaoyue Niu
,
Fandong Meng
,
Jie Zhou
,
Ning Liu
,
Fan Wu
, Guihai Chen
Pre³: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation
ACL 2025 ·
Junyi Chen
,
Shihao Bai
,
Zaijun Wang
,
Siyu Wu
,
Chuheng Du
,
Hailong Yang
,
Ruihao Gong
,
Shengzhong Liu
,
Fan Wu
, Guihai Chen
Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers
CIKM 2025 ·
Hang Zeng
,
Chaoyue Niu
,
Fan Wu
,
Chengfei Lv
, Guihai Chen
RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
NeurIPS 2025 ·
Jiarui Zhang
,
Xiangyu Liu
,
Yong Hu
,
Chaoyue Niu
,
Fan Wu
, Guihai Chen
Robust Data-Driven Auction Design
SIGKDD 2025 ·
Qilong Lin
,
Yangsu Liu
,
Dagui Chen
,
Zhenzhe Zheng
,
Jian Xu
,
Bo Zheng
,
Fan Wu
, Guihai Chen
Themis: Toward Stable Near-Zero Queuing Delay in Congestion Control for Low-Latency Interactive Video Streaming
ACM MM 2025 ·
Feida Liu
,
Yifan Wang
,
Jiaqi Zheng
,
Boxi Liu
, Guihai Chen
VEGA: An Active-tuning Learned Index with Group-Wise Learning Granularity
SIGMOD 2025 ·
Meng Li
,
Huayi Chai
,
Siqiang Luo
,
Haipeng Dai
,
Rong Gu
,
Jiaqi Zheng
, Guihai Chen
VariGen: Controllable Image Generation Via Personalized Diffusion Framework
ECAI 2025 ·
Mingxin Cai
,
Zexu Huang
,
Yuchen Li
,
Linghe Kong
, Guihai Chen
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
NeurIPS 2024 ·
Kai Liu
,
Haotong Qin
,
Yong Guo
,
Xin Yuan
,
Linghe Kong
, Guihai Chen,
Yulun Zhang
A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network
SIGIR 2024 ·
Yucen Gao
,
Wei Liu
,
Jianxiong Guo
,
Xiaofeng Gao
, Guihai Chen
ACER: Accelerating Complex Event Recognition via Two-Phase Filtering under Range Bitmap-Based Indexes
SIGKDD 2024 ·
Shizhe Liu
,
Haipeng Dai
,
Shaoxu Song
,
Meng Li
,
Jingsong Dai
,
Rong Gu
, Guihai Chen
Advancing Web 3.0: Making Smart Contracts Smarter on Blockchain
WWW 2024 ·
Junqin Huang
,
Linghe Kong
,
Guanjie Cheng
,
Qiao Xiang
, Guihai Chen,
Gang Huang
,
Xue Liu
BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks
EMNLP 2024 ·
Hang Zeng
,
Chaoyue Niu
,
Fan Wu
,
Shaojie Tang
,
Leihao Pei
,
Chengfei Lv
, Guihai Chen
Corruption Robust Dynamic Pricing in Liner Shipping under Capacity Constraint
ICDE 2024 ·
Yongyi Hu
,
Xueyan Li
,
Xikai Wei
,
Yangguang Shi
,
Xiaofeng Gao
, Guihai Chen
DISCO: A Dynamically Configurable Sketch Framework in Skewed Data Streams
ICDE 2024 ·
Jiaqian Liu
,
Ran Ben Basat
,
Louis De Wardt
,
Haipeng Dai
, Guihai Chen
Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions
SIGKDD 2024 ·
Yucheng Ding
,
Chaoyue Niu
,
Fan Wu
,
Shaojie Tang
,
Chengfei Lyu
, Guihai Chen
GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract)
IJCAI 2024 ·
Yuchen Li
,
Haoyi Xiong
,
Linghe Kong
,
Jiang Bian
,
Shuaiqiang Wang
, Guihai Chen,
Dawei Yin
Integrating System State into Spatio Temporal Graph Neural Network for Microservice Workload Prediction
SIGKDD 2024 ·
Yang Luo
,
Mohan Gao
,
Zhemeng Yu
,
Haoyuan Ge
,
Xiaofeng Gao
,
Tengwei Cai
, Guihai Chen
Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road Network
WWW 2024 ·
Yucen Gao
,
Li Ma
,
Zhemeng Yu
,
Songjian Zhang
,
Jun Fang
,
Xiaofeng Gao
, Guihai Chen
MetaSTC: A Backbone Agnostic Spatio-Temporal Framework for Traffic Forecasting
ICDM 2024 ·
Kexin Xu
,
Zhemeng Yu
,
Yucen Gao
,
Songjian Zhang
,
Jun Fang
,
Xiaofeng Gao
, Guihai Chen
Temporal Interest Network for User Response Prediction
WWW 2024 ·
Haolin Zhou
,
Junwei Pan
,
Xinyi Zhou
,
Xihua Chen
,
Jie Jiang
,
Xiaofeng Gao
, Guihai Chen
Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance
VLDB 2024 ·
Yixin Wu
,
Xiuqi Huang
,
Wei Zhongjia
,
Hang Cheng
,
Chaohui Xin
,
Zuzhi Chen
,
Binbin Chen
,
Yufei Wu
,
Hao Wang
,
Tieying Zhang
,
Rui Shi
,
Xiaofeng Gao
,
Yuming Liang
,
Pengwei Zhao
, Guihai Chen