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2505.04421
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LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders
ACM Conference on Recommender Systems (RecSys), 2025
7 May 2025
Zheng Chai
Qin Ren
Xijun Xiao
Heng Yang
Bo Han
Shanghang Zhang
Di Chen
Hui Lu
Wenlin Zhao
Lele Yu
Xionghang Xie
Shiru Ren
Xiang Sun
Yaocheng Tan
Peng Xu
Yuchao Zheng
Di Wu
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Papers citing
"LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders"
14 / 14 papers shown
HHFT: Hierarchical Heterogeneous Feature Transformer for Recommendation Systems
Liren Yu
Wenming Zhang
Silu Zhou
Zhixuan Zhang
Dan Ou
Dan Ou
254
5
0
25 Nov 2025
LEMUR: Large scale End-to-end MUltimodal Recommendation
Computers & graphics (CG), 2024
Xintian Han
Honggang Chen
Quan Lin
Jingyue Gao
X. Ren
...
Zhe Wang
Yuchao Zheng
Jingjian Lin
Di Wu
Junfeng Ge
OffRL
255
3
0
14 Nov 2025
OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender
Zhaoqi Zhang
Haolei Pei
Jun Guo
Tianyu Wang
Yufei Feng
Hui Sun
Shaowei Liu
Aixin Sun
OffRL
226
26
0
30 Oct 2025
Rotate Both Ways: Time-and-Order RoPE for Generative Recommendation
Xiaokai Wei
Jiajun Wu
Daiyao Yi
Reza Shirkavand
Michelle Gong
163
1
0
23 Oct 2025
MTmixAtt: Integrating Mixture-of-Experts with Multi-Mix Attention for Large-Scale Recommendation
Xianyang Qi
Hao Guo
Zhaoyu Hu
Zhirui Kuai
Chang Liu
Hongxiang Lin
Lei Wang
OffRL
MoE
240
1
0
17 Oct 2025
Adaptive User Interest Modeling via Conditioned Denoising Diffusion For Click-Through Rate Prediction
Qihang Zhao
Xiaoyang Zheng
Ben Chen
Zhongbo Sun
Chenyi Lei
DiffM
122
0
0
24 Sep 2025
Practice on Long Behavior Sequence Modeling in Tencent Advertising
Xian Hu
Ming Yue
Zhixiang Feng
Junwei Pan
Junjie Zhai
...
Chao Deng
Yuekui Yang
Shudong Huang
Dapeng Liu
Haijie Gu
121
1
0
10 Sep 2025
Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models
Chang Wang
Siyu Yan
Depeng Yuan
Yuqi Chen
Yanhua Huang
...
Shuhao Li
Yinqi Zhang
Kedi Chen
Mingrui Zhu
Ruiwen Xu
124
2
0
26 Aug 2025
LongRetriever: Towards Ultra-Long Sequence based Candidate Retrieval for Recommendation
Ren Qin
Chai Zheng
Xiao Xijun
Zheng Yuchao
Wu Di
RALM
192
1
0
21 Aug 2025
Large Foundation Model for Ads Recommendation
Shangyu Zhang
Shijie Quan
Zhongren Wang
Junwei Pan
Tianqu Zhuang
...
Dapeng Liu
Lei Xiao
Haijie Gu
Shu-Tao Xia
Jie Jiang
206
2
0
20 Aug 2025
Towards Comprehensible Recommendation with Large Language Model Fine-tuning
Yunze Luo
Yinjie Jiang
Gaode Chen
Xinghua Zhang
Jun Zhang
Jian Liang
Kaigui Bian
LRM
137
0
0
11 Aug 2025
Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment
Dai Li
Kevin Course
W. Li
Hongwei Li
Jie Hua
...
Jing Qian
Kai Ren
Matt Ma
Qunshu Zhang
Rui Li
LRM
188
1
0
04 Aug 2025
RankMixer: Scaling Up Ranking Models in Industrial Recommenders
J. Zhu
Zhifang Fan
X. Zhu
Yuchen Jiang
Hangyu Wang
...
Xun Zhou
Peng Xu
Xiao Yang
Di Wu
Zuotao Liu
OffRL
ALM
301
35
0
21 Jul 2025
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
Kun Zhou
Haibo Wang
Wayne Xin Zhao
Yutao Zhu
Sirui Wang
Fuzheng Zhang
Zhongyuan Wang
Ji-Rong Wen
429
1,060
0
18 Aug 2020
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