Qingquan Song
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
11
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Distilling the Essence: Efficient Reasoning Distillation via Sequence Truncation. | Wei-Rui Chen, Vignesh Kothapalli, Ata Fatahi Baarzi, Hejian Sang, Shao Tang, Qingquan Song, Zhipeng Wang, Muhammad Abdul-Mageed |
| 2025 | EMNLP | Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems. | Kayhan Behdin, Ata Fatahi Baarzi, Qingquan Song, Yun Dai, Aman Gupta, Zhipeng Wang, Hejian Sang, Shao Tang, Gregory Dexter, Sirou Zhu, Siyu Zhu, Tejas Dharamsi, Vignesh Kothapalli, Zhoutong Fu, Yihan Cao, Pin-Lun Hsu, Fedor Borisyuk, Natesh S. Pillai, Luke Simon, Rahul Mazumder |
| 2025 | ICML | AlphaPO: Reward Shape Matters for LLM Alignment. | Aman Gupta, Shao Tang, Qingquan Song, Sirou Zhu, Jiwoo Hong, Ankan Saha, Viral Gupta, Noah Lee, Eunki Kim, Siyu Zhu, Parag Agrawal, Natesh S. Pillai, S. Sathiya Keerthi |
| 2025 | WWW | Efficient Algorithms for Leveraging LLMs for Generative and Predictive Recommender Systems. | Kayhan Behdin, Yun Dai, Gregory Dexter, Aman Gupta, Rahul Mazumder, Ankan Saha, Qingquan Song, Shao Tang, Sirou Zhu, Pin-Lun Hsu |
| 2024 | CIKM | LiNR: Model Based Neural Retrieval on GPUs at LinkedIn. | Fedor Borisyuk, Qingquan Song, Mingzhou Zhou, Ganesh Parameswaran, Madhu Arun, Siva Popuri, Tugrul Bingol, Zhuotao Pei, Kuang-Hsuan Lee, Lu Zheng, Qizhan Shao, Ali Naqvi, Sen Zhou, Aman Gupta |
| 2024 | KDD | LiRank: Industrial Large Scale Ranking Models at LinkedIn. | Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Singh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Charles Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh |
| 2024 | WWW | AI Driven Online Advertising: Market Design, Generative AI, and Ethics. | Fengxiang He, Mengnan Du, Aris Filos-Ratsikas, Lu Cheng, Qingquan Song, Min Lin, John Vines |
| 2022 | KDD | Generalized Deep Mixed Models. | Jun Shi, Chengming Jiang, Aman Gupta, Mingzhou Zhou, Yunbo Ouyang, Qiang Charles Xiao, Qingquan Song, Yi (Alice) Wu, Haichao Wei, Huiji Gao |
| 2022 | WWW | Geometric Graph Representation Learning via Maximizing Rate Reduction. | Xiaotian Han, Zhimeng Jiang, Ninghao Liu, Qingquan Song, Jundong Li, Xia Hu |
| 2020 | IJCAI | Multi-Channel Graph Neural Networks. | Kaixiong Zhou, Qingquan Song, Xiao Huang, Daochen Zha, Na Zou, Xia Hu |
| 2020 | KDD | Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction. | Qingquan Song, Dehua Cheng, Hanning Zhou, Jiyan Yang, Yuandong Tian, Xia Hu |
| 2020 | RecSys | AutoRec: An Automated Recommender System. | Ting-Hsiang Wang, Xia Hu, Haifeng Jin, Qingquan Song, Xiaotian Han, Zirui Liu |
| 2019 | AAAI | Large-Scale Heterogeneous Feature Embedding. | Xiao Huang, Qingquan Song, Fan Yang, Xia Hu |
| 2019 | KDD | Graph Recurrent Networks With Attributed Random Walks. | Xiao Huang, Qingquan Song, Yuening Li, Xia Hu |
| 2019 | KDD | Auto-Keras: An Efficient Neural Architecture Search System. | Haifeng Jin, Qingquan Song, Xia Hu |
| 2019 | KDD | Coupled Variational Recurrent Collaborative Filtering. | Qingquan Song, Shiyu Chang, Xia Hu |
| 2018 | ICDM | Multi-label Adversarial Perturbations. | Qingquan Song, Haifeng Jin, Xiao Huang, Xia Hu |
| 2018 | KDD | Towards Explanation of DNN-based Prediction with Guided Feature Inversion. | Mengnan Du, Ninghao Liu, Qingquan Song, Xia Hu |
| 2018 | RecSys | TrailMix: An Ensemble Recommender System for Playlist Curation and Continuation. | Xing Zhao, Qingquan Song, James Caverlee, Xia Hu |
| 2018 | WSDM | Exploring Expert Cognition for Attributed Network Embedding. | Xiao Huang, Qingquan Song, Jundong Li, Xia Hu |
| 2017 | KDD | Multi-Aspect Streaming Tensor Completion. | Qingquan Song, Xiao Huang, Hancheng Ge, James Caverlee, Xia Hu |