Junwei Pan

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

DBLP profile ↗ORCID 0009-0003-2697-7012 ↗Homepage ↗

Venues

AAAI ×3 CIKM ×3 SIGIR ×3 ICML ×2 SIGKDD ×2 WWW ×2 ECML-PKDD ×1 ICLR ×1 WSDM ×1

Frequent coauthors

Jie Jiang

×15

Ximei Wang

×8

Dapeng Liu

×6

Lei Xiao

×5

Shudong Huang

×4

Xi Xiao

×3

Qian Li

×2

Zhutian Lin

×2

Haibin Yu

×2

Zhixiang Feng

×2

Yuhao Wang

×2

Maolin Wang

×2

Papers

Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning
AAAI 2026 ·
Yipeng Zhang
,
Xin Wang
,
Hong Chen
, Junwei Pan,
Qian Li
,
Jun Zhang
,
Jie Jiang
,
Hong Mei
,
Wenwu Zhu
FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction
SIGIR 2026 ·
Zenan Dai
,
Jinpeng Wang
, Junwei Pan,
Dapeng Liu
,
Lei Xiao
,
Shu-Tao Xia
Computational Advertising: Recent Advances
WWW 2025 · Junwei Pan,
Zhilin Zhang
,
Han Zhu
,
Jian Xu
,
Jie Jiang
,
Bo Zheng
Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation
CIKM 2025 ·
Zhutian Lin
, Junwei Pan,
Haibin Yu
,
Xi Xiao
,
Ximei Wang
,
Zhixiang Feng
,
Shifeng Wen
,
Shudong Huang
,
Dapeng Liu
,
Lei Xiao
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs
CIKM 2025 ·
Yuhao Wang
, Junwei Pan,
Xinhang Li
,
Maolin Wang
,
Yuan Wang
,
Yue Liu
,
Dapeng Liu
,
Jie Jiang
,
Xiangyu Zhao
From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
ICML 2025 ·
Mingjia Yin
, Junwei Pan,
Hao Wang
,
Ximei Wang
,
Shangyu Zhang
,
Jie Jiang
,
Defu Lian
,
Enhong Chen
Incremental Learning for LLM-based Tokenization and Recommendation
CIKM 2025 ·
Haihan Shi
,
Xinyu Lin
,
Wenjie Wang
,
Wentao Shi
, Junwei Pan,
Jie Jiang
,
Fuli Feng
Long-Sequence Recommendation Models Need Decoupled Embeddings
ICLR 2025 ·
Ningya Feng
, Junwei Pan,
Jialong Wu
,
Baixu Chen
,
Ximei Wang
,
Qian Li
,
Xian Hu
,
Jie Jiang
,
Mingsheng Long
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models
SIGIR 2025 ·
Yuhao Wang
, Junwei Pan,
Pengyue Jia
,
Wanyu Wang
,
Maolin Wang
,
Zhixiang Feng
,
Xiaotian Li
,
Jie Jiang
,
Xiangyu Zhao
Towards Unifying Feature Interaction Models for Click-Through Rate Prediction
ECML-PKDD 2025 ·
Yu Kang
, Junwei Pan,
Jipeng Jin
,
Shudong Huang
,
Xiaofeng Gao
,
Lei Xiao
Ads Recommendation in a Collapsed and Entangled World
SIGKDD 2024 · Junwei Pan,
Wei Xue
,
Ximei Wang
,
Haibin Yu
,
Xun Liu
,
Shijie Quan
,
Xueming Qiu
,
Dapeng Liu
,
Lei Xiao
,
Jie Jiang
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning
AAAI 2024 ·
Ximei Wang
, Junwei Pan,
Xingzhuo Guo
,
Dapeng Liu
,
Jie Jiang
Deep Pattern Network for Click-Through Rate Prediction
SIGIR 2024 ·
Hengyu Zhang
, Junwei Pan,
Dapeng Liu
,
Jie Jiang
,
Xiu Li
Multi-Sequence Attentive User Representation Learning for Side-information Integrated Sequential Recommendation
WSDM 2024 ·
Xiaolin Lin
,
Jinwei Luo
, Junwei Pan,
Weike Pan
,
Zhong Ming
,
Xun Liu
,
Shudong Huang
,
Jie Jiang
On the Embedding Collapse when Scaling up Recommendation Models
ICML 2024 ·
Xingzhuo Guo
, Junwei Pan,
Ximei Wang
,
Baixu Chen
,
Jie Jiang
,
Mingsheng Long
STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation
AAAI 2024 ·
Liangcai Su
, Junwei Pan,
Ximei Wang
,
Xi Xiao
,
Shijie Quan
,
Xihua Chen
,
Jie Jiang
Temporal Interest Network for User Response Prediction
WWW 2024 ·
Haolin Zhou
, Junwei Pan,
Xinyi Zhou
,
Xihua Chen
,
Jie Jiang
,
Xiaofeng Gao
,
Guihai Chen
Understanding the Ranking Loss for Recommendation with Sparse User Feedback
SIGKDD 2024 ·
Zhutian Lin
, Junwei Pan,
Shangyu Zhang
,
Ximei Wang
,
Xi Xiao
,
Shudong Huang
,
Lei Xiao
,
Jie Jiang