Regression Analysis for Outcome-Dependent Sampling Design under the Covariate-Adjusted Additive Hazards Model. - Yingli Pan; Songlin Liu; Yanli Zhou; Guangyu Song (Complex., 2020)

Outlier detection under a covariate-adjusted exponential regression model with censored data. - Yingli Pan; Zhan Liu; Guangyu Song (Comput. Stat., 2021)

RWKV: Reinventing RNNs for the Transformer Era. - Bo Peng; Eric Alcaide; Quentin Anthony; Alon Albalak; Samuel Arcadinho; Stella Biderman; Huanqi Cao; Xin Cheng; Michael Chung; Leon Derczynski; Xingjian Du; Matteo Grella; et al. (EMNLP (Findings), 2023)

Weighted expectile regression with covariates missing at random. - Yingli Pan; Zhan Liu; Guangyu Song (Commun. Stat. Simul. Comput., 2023)

Statistical inference for case-cohort design under the additive hazards model with covariate adjustment. - Yingli Pan; Guangyu Song; Zhan Liu (Commun. Stat. Simul. Comput., 2023)

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence. - Bo Peng; Daniel Goldstein; Quentin Anthony; Alon Albalak; Eric Alcaide; Stella Biderman; Eugene Cheah; Xingjian Du; Teddy Ferdinan; Haowen Hou; Przemyslaw Kazienko; Kranthi Kiran GV; et al. (CoRR, 2024)

GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression. - Daniel Goldstein; Fares Obeid; Eric Alcaide; Guangyu Song; Eugene Cheah (CoRR, 2024)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)

RWKV-7 "Goose" with Expressive Dynamic State Evolution. - Bo Peng; Ruichong Zhang; Daniel Goldstein; Eric Alcaide; Xingjian Du; Haowen Hou; Jiaju Lin; Jiaxing Liu; Janna Lu; William Merrill; Guangyu Song; Kaifeng Tan; et al. (CoRR, 2025)

The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text. - Nikhil Kandpal; Brian Lester; Colin Raffel; Sebastian Majstorovic; Stella Biderman; Baber Abbasi; Luca Soldaini; Enrico Shippole; A. Feder Cooper; Aviya Skowron; John Kirchenbauer; Shayne Longpre; et al. (CoRR, 2025)