James Cheng

28 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6313-6288 ↗

Venues

SIGMOD ×10 NeurIPS ×4 SIGKDD ×3 ACL ×2 ICLR ×2 ICML ×2 AAAI ×1 ACM MM ×1 EMNLP ×1 ICDE ×1 WWW ×1

Frequent coauthors

Xiao Yan

×13

Yongqiang Chen

×9

Peiqi Yin

×6

Qihui Zhou

×6

Changji Li

×4

Guanxian Jiang

×4

Kaiwen Zhou

×4

Wei Meng

×4

Bo Han

×4

Baotong Lu

×3

Hui Li

×3

Chenhao Ma

×3

Papers

CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA
SIGMOD 2026 ·
Xiangyu Zhi
,
Meng Chen
,
Xiao Yan
,
Baotong Lu
,
Hui Li
,
Qianxi Zhang
,
Qi Chen
, James Cheng
Corrigendum: Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study: [Experiments & Analysis]
SIGMOD 2026 ·
Mocheng Li
,
Xiao Yan
,
Baotong Lu
,
Yue Zhang
, James Cheng,
Chenhao Ma
FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud
SIGMOD 2026 ·
Yuhao Lin
,
Zhipeng Tang
,
Jiayan Tong
,
Junqing Xiao
,
Bin Lu
,
Yuhang Li
,
Chao Li
,
Zhiguo Zhang
,
Junhua Wang
,
Hao Luo
, James Cheng,
Chuang Hu
,
Jiawei Jiang
,
Xiao Yan
GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search
SIGMOD 2026 ·
Peiqi Yin
,
Xiao Yan
,
Qihui Zhou
,
Hui Li
,
Xiaolu Li
,
Meiling Wang
,
Lin Zhang
,
Xin Yao
, James Cheng
Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering
SIGKDD 2026 ·
Qihui Zhou
,
Changji Li
,
Guanxian Jiang
,
Chenhao Ma
,
Xiao Yan
,
Yu Mao
,
Ming-Chang Yang
, James Cheng
PilotANN: Memory-Bounded GPU Acceleration for Vector Search
SIGKDD 2026 ·
Yuntao Gui
,
Peiqi Yin
,
Xiao Yan
,
Chaorui Zhang
,
Weixi Zhang
, James Cheng
RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents
ACL 2026 ·
Zijie Dai
,
Shiyuan Deng
,
Sheng Guan
,
Yizhou Tian
,
Xin Yao
,
Xiao Yan
, James Cheng
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning
ACL 2026 ·
Yongfeng Huang
,
Ruiying Chen
, James Cheng
SG-Serve: Efficient Model Serving for Subgraph-based Graph Representation Learning
SIGMOD 2026 ·
Qihui Zhou
,
Peiqi Yin
,
Xiao Yan
,
Changji Li
, James Cheng
A Signed Graph Approach to Understanding and Mitigating Oversmoothing
NeurIPS 2025 ·
Jiaqi Wang
,
Xinyi Wu
, James Cheng,
Yifei Wang
Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
SIGMOD 2025 ·
Mocheng Li
,
Xiao Yan
,
Baotong Lu
,
Yue Zhang
, James Cheng,
Chenhao Ma
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
ICLR 2025 ·
Jiaxing Xu
,
Yongqiang Chen
,
Xia Dong
,
Mengcheng Lan
,
Tiancheng Huang
,
Qingtian Bian
, James Cheng,
Yiping Ke
CARINA: An Efficient CXL-Oriented Embedding Serving System for Recommendation Models
SIGMOD 2025 ·
Peiqi Yin
,
Qihui Zhou
,
Xiao Yan
,
Chao Wang
,
Eric Lo
,
Changji Li
,
Lan Lu
,
Hua Fan
,
Wenchao Zhou
,
Ming-Chang Yang
, James Cheng
Hierarchical Graph Tokenization for Molecule-Language Alignment
ICML 2025 ·
Yongqiang Chen
,
Quanming Yao
,
Juzheng Zhang
, James Cheng,
Yatao Bian
MESH - Understanding Videos Like Human: Measuring Hallucinations in Large Video Models
ACM MM 2025 ·
Garry Yang
,
Zizhe Chen
,
Man Hon Wong
,
Haoyu Lei
,
Yongqiang Chen
,
Zhenguo Li
,
Kaiwen Zhou
, James Cheng
Retrieval-Augmented Generation with Hierarchical Knowledge
EMNLP 2025 ·
Haoyu Huang
,
Yongfeng Huang
,
Junjie Yang
,
Zhenyu Pan
,
Yongqiang Chen
,
Kaili Ma
,
Hongzhi Chen
, James Cheng
SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation
SIGMOD 2025 ·
Hui Li
,
Shiyuan Deng
,
Xiao Yan
,
Xiangyu Zhi
, James Cheng
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
NeurIPS 2025 ·
Jiaqi Wang
,
Kevin Qinghong Lin
, James Cheng,
Mike Zheng Shou
Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching
SIGMOD 2024 ·
Qihui Zhou
,
Peiqi Yin
,
Xiao Yan
,
Changji Li
,
Guanxian Jiang
, James Cheng
Detecting and Understanding Self-Deleting JavaScript Code
WWW 2024 ·
Xinzhe Wang
,
Zeyang Zhuang
,
Wei Meng
, James Cheng
Discovery of the Hidden World with Large Language Models
NeurIPS 2024 ·
Chenxi Liu
,
Yongqiang Chen
,
Tongliang Liu
,
Mingming Gong
, James Cheng,
Bo Han
,
Kun Zhang
Enhancing Evolving Domain Generalization through Dynamic Latent Representations
AAAI 2024 ·
Binghui Xie
,
Yongqiang Chen
,
Jiaqi Wang
,
Kaiwen Zhou
,
Bo Han
,
Wei Meng
, James Cheng
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
ICLR 2024 ·
Binghui Xie
,
Yatao Bian
,
Kaiwen Zhou
,
Yongqiang Chen
,
Peilin Zhao
,
Bo Han
,
Wei Meng
, James Cheng
GE2: A General and Efficient Knowledge Graph Embedding Learning System
SIGMOD 2024 ·
Chenguang Zheng
,
Guanxian Jiang
,
Xiao Yan
,
Peiqi Yin
,
Qihui Zhou
, James Cheng
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
NeurIPS 2024 ·
Binghui Xie
,
Yixuan Wang
,
Yongqiang Chen
,
Kaiwen Zhou
,
Yu Li
,
Wei Meng
, James Cheng
How Interpretable Are Interpretable Graph Neural Networks?
ICML 2024 ·
Yongqiang Chen
,
Yatao Bian
,
Bo Han
, James Cheng
Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods
SIGKDD 2024 ·
Da Yan
,
Lyuheng Yuan
,
Akhlaque Ahmad
,
Chenguang Zheng
,
Hongzhi Chen
, James Cheng
Wings: Efficient Online Multiple Graph Pattern Matching
ICDE 2024 ·
Guanxian Jiang
,
Yunjian Zhao
,
Yichao Li
,
Zhi Liu
,
Tatiana Jin
,
Wanying Zheng
,
Boyang Li
, James Cheng