Binbin Hu

26 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

WSDM ×5 ACL ×3 CIKM ×3 SIGKDD ×3 WWW ×3 AAAI ×1 EMNLP ×1 ICDE ×1 ICLR ×1 ICRA ×1 IROS ×1 NeurIPS ×1 RecSys ×1 SIGIR ×1

Frequent coauthors

Zhiqiang Zhang

×14

Ziqi Liu

×12

Jun Zhou

×9

Jiawei Chen

×7

Wen Zhang

×6

Jinjie Gu

×5

Huajun Chen

×5

Dan Yang

×4

Yue Shen

×4

Sheng Zhou

×4

Yan Feng

×4

Chun Chen

×4

Papers

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs
ACL 2026 ·
Meixiu Long
,
Duolin Sun
,
Dan Yang
,
Yihan Jiao
,
Lei Liu
,
Jiahai Wang
, Binbin Hu,
Yue Shen
,
Jie Feng
,
Zhehao Tan
,
Junjie Wang
,
Lianzhen Zhong
,
Jian Wang
,
Peng Wei
,
Jinjie Gu
Token-level Collaborative Alignment for LLM-based Generative Recommendation
WWW 2026 ·
Fake Lin
, Binbin Hu,
Zhi Zheng
,
Xi Zhu
,
Ziqi Liu
,
Zhiqiang Zhang
,
Jun Zhou
,
Tong Xu
Arrows of Math Reasoning Data Synthesis for Large Language Models: Diversity, Complexity and Correctness
CIKM 2025 ·
Sirui Chen
,
Changxin Tian
, Binbin Hu,
Kunlong Chen
,
Ziqi Liu
,
Zhiqiang Zhang
,
Jun Zhou
Decentralized Model-Free Monitoring of Multi-UAV-Multi-USV Systems Using Sparse Data and Bayesian Learning
IROS 2025 ·
Jiajie Huang
,
Yaozhong Zheng
, Bin-Bin Hu,
Jianing Ding
,
Hai-Tao Zhang
Dynamic Graph Transformer with Correlated Spatial-Temporal Positional Encoding
WSDM 2025 ·
Zhe Wang
,
Sheng Zhou
,
Jiawei Chen
,
Zhen Zhang
, Binbin Hu,
Yan Feng
,
Chun Chen
,
Can Wang
Effectively PAIRing LLMs with Online Marketing via Progressive Prompting Augmentation
ICDE 2025 ·
Chunjing Gan
,
Dan Yang
, Binbin Hu,
Ziqi Liu
,
Yue Shen
,
Zhiqiang Zhang
,
Jinjie Gu
,
Jun Zhou
,
Guannan Zhang
Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data
WSDM 2025 · Binbin Hu,
Zhicheng An
,
Zhengwei Wu
,
Ke Tu
,
Ziqi Liu
,
Zhiqiang Zhang
,
Jun Zhou
,
Yufei Feng
,
Jiawei Chen
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
ACL 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Shaokai Chen
,
Mengshu Sun
, Binbin Hu,
Zhiqiang Zhang
,
Lei Liang
,
Wen Zhang
,
Huajun Chen
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective
WSDM 2025 ·
Siyi Lin
,
Chongming Gao
,
Jiawei Chen
,
Sheng Zhou
, Binbin Hu,
Yan Feng
,
Chun Chen
,
Can Wang
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
ICLR 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
, Binbin Hu,
Ziqi Liu
,
Wen Zhang
,
Huajun Chen
Rankformer: A Graph Transformer for Recommendation based on Ranking Objective
WWW 2025 ·
Sirui Chen
,
Shen Han
,
Jiawei Chen
, Binbin Hu,
Sheng Zhou
,
Gang Wang
,
Yan Feng
,
Chun Chen
,
Can Wang
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
AAAI 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
, Binbin Hu,
Ziqi Liu
,
Wen Zhang
,
Huajun Chen
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering
ACL 2025 ·
Xinyu Tang
,
Xiaolei Wang
,
Zhihao Lv
,
Yingqian Min
,
Xin Zhao
, Binbin Hu,
Ziqi Liu
,
Zhiqiang Zhang
Can Small Language Models be Good Reasoners for Sequential Recommendation?
WWW 2024 ·
Yuling Wang
,
Changxin Tian
, Binbin Hu,
Yanhua Yu
,
Ziqi Liu
,
Zhiqiang Zhang
,
Jun Zhou
,
Liang Pang
,
Xiao Wang
Coordinated Landing Control for Cross-Domain UAV-USV Fleets Using Heterogeneous-Feature Matching
ICRA 2024 ·
Jianing Ding
,
Hai-Tao Zhang
, Bin-Bin Hu
DDCDR: A Disentangle-based Distillation Framework for Cross-Domain Recommendation
SIGKDD 2024 ·
Zhicheng An
,
Zhexu Gu
,
Li Yu
,
Ke Tu
,
Zhengwei Wu
, Binbin Hu,
Zhiqiang Zhang
,
Lihong Gu
,
Jinjie Gu
Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs
SIGKDD 2024 ·
Junjie Wang
,
Dan Yang
, Binbin Hu,
Yue Shen
,
Wen Zhang
,
Jinjie Gu
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
EMNLP 2024 ·
Junjie Wang
,
Mingyang Chen
, Binbin Hu,
Dan Yang
,
Ziqi Liu
,
Yue Shen
,
Peng Wei
,
Zhiqiang Zhang
,
Jinjie Gu
,
Jun Zhou
,
Jeff Z. Pan
,
Wen Zhang
,
Huajun Chen
NativE: Multi-modal Knowledge Graph Completion in the Wild
SIGIR 2024 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
, Binbin Hu,
Ziqi Liu
,
Wen Zhang
,
Huajun Chen
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction
WSDM 2024 ·
Yakun Wang
, Binbin Hu,
Shuo Yang
,
Meiqi Zhu
,
Zhiqiang Zhang
,
Qiyang Zhang
,
Jun Zhou
,
Guo Ye
,
Huimei He
Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement
SIGKDD 2024 ·
Yakun Wang
,
Daixin Wang
,
Hongrui Liu
, Binbin Hu,
Yingcui Yan
,
Qiyang Zhang
,
Zhiqiang Zhang
PEACE: Prototype lEarning Augmented transferable framework for Cross-domain rEcommendation
WSDM 2024 ·
Chunjing Gan
,
Bo Huang
, Binbin Hu,
Jian Ma
,
Zhiqiang Zhang
,
Jun Zhou
,
Guannan Zhang
,
Wenliang Zhong
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
NeurIPS 2024 ·
Weiqin Yang
,
Jiawei Chen
,
Xin Xin
,
Sheng Zhou
, Binbin Hu,
Yan Feng
,
Chun Chen
,
Can Wang
ReLand: Integrating Large Language Models' Insights into Industrial Recommenders via a Controllable Reasoning Pool
RecSys 2024 ·
Changxin Tian
, Binbin Hu,
Chunjing Gan
,
Haoyu Chen
,
Zhuo Zhang
,
Li Yu
,
Ziqi Liu
,
Zhiqiang Zhang
,
Jun Zhou
,
Jiawei Chen
The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective
CIKM 2024 · Binbin Hu,
Weifan Wang
,
Shuhan Wang
,
Ziqi Liu
,
Bin Shen
,
Yong He
,
Jiawei Chen
To Explore or Exploit? A Gradient-informed Framework to Address the Feedback Loop for Graph based Recommendation
CIKM 2024 ·
Zhigang Huangfu
, Binbin Hu,
Zhengwei Wu
,
Fengyu Han
,
Gong-Duo Zhang
,
Lihong Gu
,
Zhiqiang Zhang