Ben Wang

19 papers A* 4A 3Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Creator-Side Recommender System: Challenges, Designs, and Applications.
WWW (Companion Volume)
Xiaoshuang Chen, Yibo Wang, Yao Wang, Husheng Liu, Kaiqiao Zhan, Ben Wang, Kun Gai
2025 J jnl
Creator-Side Recommender System: Challenges, Designs, and Applications.
CoRR
Xiaoshuang Chen, Yibo Wang, Yao Wang, Husheng Liu, Kaiqiao Zhan, Ben Wang, Kun Gai
2025 A conf
MARM: Unlocking the Recommendation Cache Scaling-Law through Memory Augmentation and Scalable Complexity.
CIKM
Xiao Lv, Jiangxia Cao, Shijie Guan, Xiaoyou Zhou, Zhiguang Qi, Yaqiang Zang, Ben Wang, Guorui Zhou
2025 — conf
Supervised Learning-enhanced Multi-Group Actor Critic for Live Stream Allocation in Feed.
KDD (2)
Jingxin Liu, Xiang Gao, Yisha Li, Xin Li, Haiyang Lu, Ben Wang
2025 A* conf
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching.
WWW
Yihan Wang, Fei Xiong, Zhexin Han, Qi Song, Kaiqiao Zhan, Ben Wang
2025 A* conf
xMTF: A Formula-Free Model for Reinforcement-Learning-Based Multi-Task Fusion in Recommender Systems.
WWW
Yang Cao, Changhao Zhang, Xiaoshuang Chen, Kaiqiao Zhan, Ben Wang
2025 J jnl
xMTF: A Formula-Free Model for Reinforcement-Learning-Based Multi-Task Fusion in Recommender Systems.
CoRR
Yang Cao, Changhao Zhang, Xiaoshuang Chen, Kaiqiao Zhan, Ben Wang
2024 A* conf
CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems.
AAAI
Jie Sun, Zhaoying Ding, Xiaoshuang Chen, Qi Chen, Yincheng Wang, Kaiqiao Zhan, Ben Wang
2024 J jnl
CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems.
CoRR
Jie Sun, Zhaoying Ding, Xiaoshuang Chen, Qi Chen, Yincheng Wang, Kaiqiao Zhan, Ben Wang
2024 — conf
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems.
WWW (Companion Volume)
Xiaoshuang Chen, Gengrui Zhang, Yao Wang, Yulin Wu, Shuo Su, Kaiqiao Zhan, Ben Wang
2024 J jnl
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems.
CoRR
Xiaoshuang Chen, Gengrui Zhang, Yao Wang, Yulin Wu, Shuo Su, Kaiqiao Zhan, Ben Wang
2024 A conf
Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework.
CIKM
Yunfei Yang, Zhenghao Qi, Honghuan Wu, Qi Song, Tieyao Zhang, Hao Li, Yimin Tu, Kaiqiao Zhan, Ben Wang
2024 J jnl
Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework.
CoRR
Yunfei Yang, Zhenghao Qi, Honghuan Wu, Qi Song, Tieyao Zhang, Hao Li, Yimin Tu, Kaiqiao Zhan, Ben Wang
2024 J jnl
MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity.
CoRR
Xiao Lv, Jiangxia Cao, Shijie Guan, Xiaoyou Zhou, Zhiguang Qi, Yaqiang Zang, Ming Li, Ben Wang, Kun Gai, Guorui Zhou
2024 A conf
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems.
RecSys
Shuo Su, Xiaoshuang Chen, Yao Wang, Yulin Wu, Ziqiang Zhang, Kaiqiao Zhan, Ben Wang, Kun Gai
2024 J jnl
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems.
CoRR
Shuo Su, Xiaoshuang Chen, Yao Wang, Yulin Wu, Ziqiang Zhang, Kaiqiao Zhan, Ben Wang, Kun Gai
2024 J jnl
Supervised Learning-enhanced Multi-Group Actor Critic for Live-stream Recommendation.
CoRR
Jingxin Liu, Xiang Gao, Yisha Li, Xin Li, Haiyang Lu, Ben Wang
2024 A* conf
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution.
AAAI
Gengrui Zhang, Yao Wang, Xiaoshuang Chen, Hongyi Qian, Kaiqiao Zhan, Ben Wang
2024 J jnl
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution.
CoRR
Gengrui Zhang, Yao Wang, Xiaoshuang Chen, Hongyi Qian, Kaiqiao Zhan, Ben Wang