Latent Factor Transition for Dynamic Collaborative Filtering. - Chenyi Zhang 002; Ke Wang 001; Hongkun Yu 001; Jianling Sun; Ee-Peng Lim (SDM, 2014)

Are Features Equally Representative? A Feature-Centric Recommendation. - Chenyi Zhang 002; Ke Wang 001; Ee-Peng Lim; Qinneng Xu; Jianling Sun; Hongkun Yu 001 (AAAI, 2015)

Mining Multi-aspect Reflection of News Events in Twitter: Discovery, Linking and Presentation. - Jingjing Wang; Wenzhu Tong; Hongkun Yu 001; Min Li; Xiuli Ma; Haoyan Cai; Tim Hanratty; Jiawei Han 001 (ICDM, 2015)

EKNOT: Event Knowledge from News and Opinions in Twitter. - Min Li; Jingjing Wang; Wenzhu Tong; Hongkun Yu 001; Xiuli Ma; Yucheng Chen; Haoyan Cai; Jiawei Han 001 (AAAI, 2016)

Data-Driven Contextual Valence Shifter Quantification for Multi-Theme Sentiment Analysis. - Hongkun Yu 001; Jingbo Shang; Meichun Hsu; Malú Castellanos; Jiawei Han 001 (CIKM, 2016)

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices. - Zhiqing Sun; Hongkun Yu 001; Xiaodan Song; Renjie Liu; Yiming Yang; Denny Zhou (ACL, 2020)

Generating Representative Headlines for News Stories. - Xiaotao Gu; Yuning Mao; Jiawei Han 001; Jialu Liu; You Wu 001; Cong Yu 001; Daniel Finnie; Hongkun Yu 001; Jiaqi Zhai; Nicholas Zukoski (WWW, 2020)

On the Transformer Growth for Progressive BERT Training. - Xiaotao Gu; Liyuan Liu; Hongkun Yu 001; Jing Li 049; Chen Chen 005; Jiawei Han 001 (NAACL-HLT, 2021)

EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks. - Frederick Liu; Siamak Shakeri; Hongkun Yu 001; Jing Li 049 (CoRR, 2021)

Scaling Instruction-Finetuned Language Models. - Hyung Won Chung; Le Hou; Shayne Longpre; Barret Zoph; Yi Tay; William Fedus; Eric Li; Xuezhi Wang 002; Mostafa Dehghani 001; Siddhartha Brahma; Albert Webson; Shixiang Shane Gu; et al. (CoRR, 2022)

Large Language Models Can Self-Improve. - Jiaxin Huang 001; Shixiang Gu; Le Hou; Yuexin Wu; Xuezhi Wang 002; Hongkun Yu 001; Jiawei Han 001 (EMNLP, 2023)

Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation. - Ziqi Wang 003; Yuexin Wu; Frederick Liu; Daogao Liu; Le Hou; Hongkun Yu 001; Jing Li 049; Heng Ji 001 (ICLR, 2023)

Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts. - Sheng Shen 001; Le Hou; Yanqi Zhou; Nan Du 002; Shayne Longpre; Jason Wei; Hyung Won Chung; Barret Zoph; William Fedus; Xinyun Chen; Tu Vu; Yuexin Wu; et al. (CoRR, 2023)

Enable Language Models to Implicitly Learn Self-Improvement From Data. - Ziqi Wang 003; Le Hou; Tianjian Lu; Yuexin Wu; Yunxuan Li; Hongkun Yu 001; Heng Ji 001 (CoRR, 2023)

Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning. - Kaiwen Wang; Rahul Kidambi; Ryan Sullivan; Alekh Agarwal; Christoph Dann; Andrea Michi; Marco Gelmi; Yunxuan Li; Raghav Gupta; Avinava Dubey; Alexandre Ramé; Johan Ferret; et al. (EMNLP (Findings), 2024)

Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision. - Zihan Wang 001; Yunxuan Li; Yuexin Wu; Liangchen Luo; Le Hou; Hongkun Yu 001; Jingbo Shang (EMNLP (Findings), 2024)

Enabling Lanuguage Models to Implicitly Learn Self-Improvement. - Ziqi Wang 003; Le Hou; Tianjian Lu; Yuexin Wu; Yunxuan Li; Hongkun Yu 001; Heng Ji 001 (ICLR, 2024)

Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. - Sheng Shen 001; Le Hou; Yanqi Zhou; Nan Du 002; Shayne Longpre; Jason Wei; Hyung Won Chung; Barret Zoph; William Fedus; Xinyun Chen; Tu Vu; Yuexin Wu; et al. (ICLR, 2024)

Multitask Multilingual Model Adaptation with Featurized Low-Rank Mixtures. - Chu-Cheng Lin; Xinyi Wang 001; Jonathan H. Clark; Han Lu; Yun Zhu; Chenxi Whitehouse; Hongkun Yu 001 (CoRR, 2024)

Conditioned Language Policy: A General Framework for Steerable Multi-Objective Finetuning. - Kaiwen Wang; Rahul Kidambi; Ryan Sullivan; Alekh Agarwal; Christoph Dann; Andrea Michi; Marco Gelmi; Yunxuan Li; Raghav Gupta; Avinava Dubey; Alexandre Ramé; Johan Ferret; et al. (CoRR, 2024)

Scaling Instruction-Finetuned Language Models. - Hyung Won Chung; Le Hou; Shayne Longpre; Barret Zoph; Yi Tay; William Fedus; Yunxuan Li; Xuezhi Wang 002; Mostafa Dehghani 001; Siddhartha Brahma; Albert Webson; Shixiang Shane Gu; et al. (J. Mach. Learn. Res., 2024)