Lidan Shou

28 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8062-8356 ↗

Venues

ACL ×7 ICDE ×4 VLDB ×4 AAAI ×3 EMNLP ×2 SIGKDD ×2 SIGMOD ×2 EDBT ×1 ICLR ×1 ICML ×1 SIGIR ×1

Frequent coauthors

Ke Chen

×23

Huan Li

×17

Gang Chen

×16

Jun Zhang

×8

Zhongle Xie

×7

Lingxi Cui

×4

Yicheng Ji

×3

Jue Wang

×3

Cheng Peng

×3

Jianfeng Zhang

×2

Yongqin Xu

×2

Tong Wang

×2

Papers

ChronosBI: Supercharging LLM-Powered Business Intelligence Pipelines with Semantic Caching and Cost Planning
SIGMOD 2026 ·
Jianfeng Zhang
,
Lingxi Cui
,
Yongqin Xu
,
Tong Wang
,
Yi Guo
,
Zhouzhi Yang
,
Huan Li
,
Ke Chen
, Lidan Shou
Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
ACL 2026 ·
Jun Zhang
,
Yicheng Ji
,
Feiyang Ren
,
Yihang Li
,
Bowen Zeng
,
Zonghao Chen
,
Ke Chen
, Lidan Shou,
Gang Chen
,
Huan Li
HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference
ACL 2026 ·
Bowen Zeng
,
Feiyang Ren
,
Jun Zhang
,
Xiaoling Gu
,
Ke Chen
, Lidan Shou,
Huan Li
MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models
ACL 2026 ·
Jinsong Shu
,
Chenyang Wu
,
Zhongle Xie
,
Baokun Wang
, Lidan Shou
REDPARROT: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching
ICDE 2026 ·
Tong Wang
,
Yongqin Xu
,
Jianfeng Zhang
,
Lingxi Cui
,
Wenqing Wei
,
Suzhou Chen
,
Huan Li
,
Ke Chen
, Lidan Shou
SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search
VLDB 2026 ·
Yuchen Peng
,
Dingyu Yang
,
Zhongle Xie
,
Ji Sun
, Lidan Shou,
Ke Chen
,
Gang Chen
See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
ACL 2026 ·
Yicheng Ji
,
Jun Zhang
,
Jinpeng Chen
,
Cong Wang
, Lidan Shou,
Gang Chen
,
Huan Li
TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs
ACL 2026 ·
Sibo Xiao
,
Jinyuan Fu
,
Zhongle Xie
, Lidan Shou
A Comprehensive Study of Shapley Value in Data Analytics
VLDB 2025 ·
Hong Lin
,
Shixin Wan
,
Zhongle Xie
,
Ke Chen
,
Meihui Zhang
, Lidan Shou,
Gang Chen
CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
AAAI 2025 ·
Hongwei Yuan
,
Xiu Tang
,
Ke Chen
, Lidan Shou,
Gang Chen
,
Huan Li
FloE: On-the-Fly MoE Inference on Memory-constrained GPU
ICML 2025 ·
Yuxin Zhou
,
Zheng Li
,
Jun Zhang
,
Jue Wang
,
Yiping Wang
,
Zhongle Xie
,
Ke Chen
, Lidan Shou
HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
SIGMOD 2025 ·
Yifan Wu
,
Ke Chen
,
Gang Chen
,
Dawei Jiang
,
Huan Li
, Lidan Shou
SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
VLDB 2025 ·
Yifan Wu
,
Yuhan Li
,
Zhenhua Wang
,
Zhongle Xie
,
Dingyu Yang
,
Ke Chen
, Lidan Shou,
Bo Tang
,
Liang Lin
,
Huan Li
,
Gang Chen
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
EMNLP 2025 ·
Yicheng Ji
,
Jun Zhang
,
Heming Xia
,
Jinpeng Chen
, Lidan Shou,
Gang Chen
,
Huan Li
TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
VLDB 2025 ·
Lingxi Cui
,
Guanyu Jiang
,
Huan Li
,
Ke Chen
, Lidan Shou,
Gang Chen
Towards Automatic and Efficient Prediction Query Processing in Analytical Database
ICDE 2025 ·
Yuchen Peng
,
Zhongle Xie
,
Ke Chen
,
Gang Chen
, Lidan Shou
Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
ICLR 2025 ·
Jun Zhang
,
Jue Wang
,
Huan Li
, Lidan Shou,
Ke Chen
,
Yang You
,
Guiming Xie
,
Xuejian Gong
,
Kunlong Zhou
Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
EMNLP 2025 ·
Linzhu Yu
,
Huan Li
,
Ke Chen
, Lidan Shou
T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
ACL 2025 ·
Han Lin
,
Xiu Tang
,
Huan Li
,
Wenxue Cao
,
Sai Wu
,
Chang Yao
, Lidan Shou,
Gang Chen
nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery
SIGIR 2025 ·
Lingxi Cui
,
Huan Li
,
Ke Chen
, Lidan Shou,
Gang Chen
BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification
SIGKDD 2024 ·
Linzhu Yu
,
Huan Li
,
Ke Chen
, Lidan Shou
BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory
ICDE 2024 ·
Zhenghao Wang
, Lidan Shou,
Ke Chen
,
Xuan Zhou
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
AAAI 2024 ·
Cheng Peng
,
Ke Chen
, Lidan Shou,
Gang Chen
CoMAL: Contrastive Active Learning for Multi-Label Text Classification
SIGKDD 2024 ·
Cheng Peng
,
Haobo Wang
,
Ke Chen
, Lidan Shou,
Chang Yao
,
Runze Wu
,
Gang Chen
Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
ACL 2024 ·
Jun Zhang
,
Jue Wang
,
Huan Li
, Lidan Shou,
Ke Chen
,
Gang Chen
,
Sharad Mehrotra
MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory
EDBT 2024 ·
Hongjia Zou
, Lidan Shou,
Ke Chen
,
Xuan Zhou
Preventing the Popular Item Embedding Based Attack in Federated Recommendations
ICDE 2024 ·
Jun Zhang
,
Huan Li
,
Dazhong Rong
,
Yan Zhao
,
Ke Chen
, Lidan Shou
Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection
AAAI 2024 ·
Cheng Peng
,
Ke Chen
, Lidan Shou,
Gang Chen