Bo Long

13 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

CIKM ×3 AAAI ×2 ICLR ×2 ACL ×1 EACL ×1 MLSys ×1 RecSys ×1 SIGKDD ×1 WWW ×1

Frequent coauthors

Zhigang Hua

×7

Yan Xie

×6

Si Zhang

×4

Dongqi Fu

×4

Ning Yao

×4

Xi Liu

×4

Kaveh Hassani

×3

Yu Song

×3

Jingzhe Liu

×3

Hui Liu

×3

Andrey Malevich

×3

Sem Park

×3

Papers

How to Make LMs Strong Node Classifiers?
EACL 2026 ·
Zhe Xu
,
Kaveh Hassani
,
Si Zhang
,
Hanqing Zeng
,
Michihiro Yasunaga
,
Limei Wang
,
Dongqi Fu
,
Ning Yao
, Bo Long,
Hanghang Tong
Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation
AAAI 2026 ·
Yu Song
,
Zhigang Hua
,
Yan Xie
,
Bingheng Li
,
Jingzhe Liu
, Bo Long,
Jiliang Tang
,
Hui Liu
A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation
SIGKDD 2025 ·
Yu Song
,
Zhigang Hua
,
Harry Shomer
,
Yan Xie
,
Jingzhe Liu
, Bo Long,
Hui Liu
A Scalable and Effective Alternative to Graph Transformers
AAAI 2025 ·
Kaan Sancak
,
Zhigang Hua
,
Jin Fang
,
Yan Xie
,
Andrey Malevich
, Bo Long,
Muhammed Fatih Balin
,
Ümit V. Çatalyürek
APOLLO: SGD-like Memory, AdamW-level Performance
MLSys 2025 ·
Hanqing Zhu
,
Zhenyu Zhang
,
Wenyan Cong
,
Xi Liu
,
Sem Park
,
Vikas Chandra
, Bo Long,
David Z. Pan
,
Zhangyang Wang
,
Jinwon Lee
Billion-Scale Graph Deep Learning Framework for Ads Recommendation
CIKM 2025 ·
Si Zhang
,
Weilin Cong
,
Dongqi Fu
,
Andrey Malevich
,
Hao Wu
,
Baichuan Yuan
,
Xin Zhou
,
Kaveh Hassani
,
Zhigang Hua
,
Austin Derrow-Pinion
,
Yan Xie
,
Xuewei Wang
,
Yinglong Xia
,
Ning Yao
,
Vena Jia Li
,
Sem Park
, Bo Long
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
WWW 2025 ·
Mingfu Liang
,
Xi Liu
,
Rong Jin
,
Boyang Liu
,
Qiuling Suo
,
Qinghai Zhou
,
Song Zhou
,
Laming Chen
,
Hua Zheng
,
Zhiyuan Li
,
Shali Jiang
,
Jiyan Yang
,
Xiaozhen Xia
,
Fan Yang
,
Yasmine Badr
,
Ellie Wen
,
Shuyu Xu
,
Hansey Chen
,
Zhengyu Zhang
,
Jade Nie
,
Chunzhi Yang
,
Zhichen Zeng
,
Weilin Zhang
,
Xingliang Huang
,
Qianru Li
,
Shiquan Wang
,
Evelyn Lyu
,
Wenjing Lu
,
Rui Zhang
,
Wenjun Wang
,
Jason Rudy
,
Mengyue Hang
,
Kai Wang
, Bo Long,
Wenlin Chen
,
Santanu Kolay
,
Huayu Li
GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning
CIKM 2025 ·
Yu Song
,
Zhigang Hua
,
Yan Xie
,
Jingzhe Liu
, Bo Long,
Hui Liu
InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
CIKM 2025 ·
Zhichen Zeng
,
Xiaolong Liu
,
Mengyue Hang
,
Xiaoyi Liu
,
Qinghai Zhou
,
Chaofei Yang
,
Yiqun Liu
,
Yichen Ruan
,
Laming Chen
,
Yuxin Chen
,
Yujia Hao
,
Jiaqi Xu
,
Jade Nie
,
Xi Liu
,
Buyun Zhang
,
Wei Wen
,
Siyang Yuan
,
Hang Yin
,
Xin Zhang
,
Kai Wang
,
Wen-Yen Chen
,
Yiping Han
,
Huayu Li
,
Chunzhi Yang
, Bo Long,
Philip S. Yu
,
Hanghang Tong
,
Jiyan Yang
Learning Graph Quantized Tokenizers
ICLR 2025 ·
Limei Wang
,
Kaveh Hassani
,
Si Zhang
,
Dongqi Fu
,
Baichuan Yuan
,
Weilin Cong
,
Zhigang Hua
,
Hao Wu
,
Ning Yao
, Bo Long
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
ACL 2025 ·
Huixue Zhou
,
Hengrui Gu
,
Zaifu Zhan
,
Xi Liu
,
Kaixiong Zhou
,
Yongkang Xiao
,
Mingfu Liang
,
Srinivas Prasad Govindan
,
Piyush Chawla
,
Jiyan Yang
,
Xiangfei Meng
,
Huayu Li
,
Buyun Zhang
,
Liang Luo
,
Wen-Yen Chen
,
Yiping Han
, Bo Long,
Rui Zhang
,
Tianlong Chen
EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
RecSys 2024 ·
Chiyu Zhang
,
Yifei Sun
,
Minghao Wu
,
Jun Chen
,
Jie Lei
,
Muhammad Abdul-Mageed
,
Rong Jin
,
Angli Liu
,
Ji Zhu
,
Sem Park
,
Ning Yao
, Bo Long
VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
ICLR 2024 ·
Dongqi Fu
,
Zhigang Hua
,
Yan Xie
,
Jin Fang
,
Si Zhang
,
Kaan Sancak
,
Hao Wu
,
Andrey Malevich
,
Jingrui He
, Bo Long