Hanyang Zhao

21 papers A* 4Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability.
CoRR
Genta Indra Winata, David Anugraha, Emmy Liu, Alham Fikri Aji, Shou-Yi Hung, Aditya Parashar, Patrick Amadeus Irawan, Ruochen Zhang, Zheng-Xin Yong, Jan Christian Blaise Cruz, Niklas Muennighoff, Seungone Kim, Hanyang Zhao, Sudipta Kar, Kezia Erina Suryoraharjo, Muhammad Farid Adilazuarda, En-Shiun Annie Lee, Ayu Purwarianti, Derry Tanti Wijaya, Monojit Choudhury
2025 J jnl
DiFFPO: Training Diffusion LLMs to Reason Fast and Furious via Reinforcement Learning.
CoRR
Hanyang Zhao, Dawen Liang, Wenpin Tang, David D. Yao, Nathan Kallus
2025 J jnl
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization.
CoRR
Hanyang Zhao, Haoxian Chen, Yucheng Guo, Genta Indra Winata, Tingting Ou, Ziyu Huang, David D. Yao, Wenpin Tang
2025 A* conf
MallowsPO: Fine-Tune Your LLM with Preference Dispersions.
ICLR
Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang
2025 J jnl
Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey.
J. Artif. Intell. Res.
Genta Indra Winata, Hanyang Zhao, Anirban Das, Wenpin Tang, David D. Yao, Shi-Xiong Zhang, Sambit Sahu
2025 J jnl
R3: Robust Rubric-Agnostic Reward Models.
CoRR
David Anugraha, Zilu Tang, Lester James V. Miranda, Hanyang Zhao, Mohammad Rifqi Farhansyah, Garry Kuwanto, Derry Wijaya, Genta Indra Winata
2025 A* conf
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization.
ICLR
Hanyang Zhao, Genta Indra Winata, Anirban Das, Shi-Xiong Zhang, David D. Yao, Wenpin Tang, Sambit Sahu
2025 J jnl
SOCRATES: Simulation Optimization with Correlated Replicas and Adaptive Trajectory Evaluations.
CoRR
Haoting Zhang, Haoxian Chen, Donglin Zhan, Hanyang Zhao, Henry Lam, Wenpin Tang, David D. Yao, Zeyu Zheng
2025 A* conf
Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning.
ICML
Hanyang Zhao, Haoxian Chen, Ji Zhang, David D. Yao, Wenpin Tang
2025 J jnl
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning.
CoRR
Hanyang Zhao, Haoxian Chen, Ji Zhang, David D. Yao, Wenpin Tang
2025 J jnl
Understanding Sampler Stochasticity in Training Diffusion Models for RLHF.
CoRR
Jiayuan Sheng, Hanyang Zhao, Haoxian Chen, David D. Yao, Wenpin Tang
2025 — conf
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines.
NAACL (Long Papers)
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha, Rifki Afina Putri, Yutong Wang, Adam Nohejl, Ubaidillah Ariq Prathama, Nedjma Ousidhoum, Afifa Amriani, Anar Rzayev, Anirban Das, Ashmari Pramodya, Aulia Adila, Bryan Wilie, Candy Olivia Mawalim, Cheng Ching Lam, Daud Abolade, Emmanuele Chersoni, Enrico Santus, Fariz Ikhwantri, Garry Kuwanto, Hanyang Zhao, Haryo Akbarianto Wibowo, Holy Lovenia, Jan Christian Blaise Cruz, Jan Wira Gotama Putra, Junho Myung, Lucky Susanto, Maria Angelica Riera Machin, Marina Zhukova, Michael Anugraha, Muhammad Farid Adilazuarda, Natasha Christabelle Santosa, Peerat Limkonchotiwat, Raj Dabre, Rio Alexander Audino, Samuel Cahyawijaya, Shi-Xiong Zhang, Stephanie Yulia Salim, Yi Zhou, Yinxuan Gui, David Ifeoluwa Adelani, En-Shiun Annie Lee, Shogo Okada, Ayu Purwarianti, Alham Fikri Aji, Taro Watanabe, Derry Tanti Wijaya, Alice Oh, Chong-Wah Ngo
2024 J jnl
Contractive Diffusion Probabilistic Models.
CoRR
Wenpin Tang, Hanyang Zhao
2024 J jnl
Mallows-DPO: Fine-Tune Your LLM with Preference Dispersions.
CoRR
Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang
2024 J jnl
Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey.
CoRR
Genta Indra Winata, Hanyang Zhao, Anirban Das, Wenpin Tang, David D. Yao, Shi-Xiong Zhang, Sambit Sahu
2024 J jnl
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization.
CoRR
Hanyang Zhao, Genta Indra Winata, Anirban Das, Shi-Xiong Zhang, David D. Yao, Wenpin Tang, Sambit Sahu
2024 J jnl
Score-based Diffusion Models via Stochastic Differential Equations - a Technical Tutorial.
CoRR
Wenpin Tang, Hanyang Zhao
2024 J jnl
Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning.
CoRR
Hanyang Zhao, Haoxian Chen, Ji Zhang, David D. Yao, Wenpin Tang
2024 J jnl
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines.
CoRR
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha, Rifki Afina Putri, Yutong Wang, Adam Nohejl, Ubaidillah Ariq Prathama, Nedjma Ousidhoum, Afifa Amriani, Anar Rzayev, Anirban Das, Ashmari Pramodya, Aulia Adila, Bryan Wilie, Candy Olivia Mawalim, Ching Lam Cheng, Daud Abolade, Emmanuele Chersoni, Enrico Santus, Fariz Ikhwantri, Garry Kuwanto, Hanyang Zhao, Haryo Akbarianto Wibowo, Holy Lovenia, Jan Christian Blaise Cruz, Jan Wira Gotama Putra, Junho Myung, Lucky Susanto, Maria Angelica Riera Machin, Marina Zhukova, Michael Anugraha, Muhammad Farid Adilazuarda, Natasha Santosa, Peerat Limkonchotiwat, Raj Dabre, Rio Alexander Audino, Samuel Cahyawijaya, Shi-Xiong Zhang, Stephanie Yulia Salim, Yi Zhou, Yinxuan Gui, David Ifeoluwa Adelani, En-Shiun Annie Lee, Shogo Okada, Ayu Purwarianti, Alham Fikri Aji, Taro Watanabe, Derry Tanti Wijaya, Alice Oh, Chong-Wah Ngo
2023 A* conf
Policy Optimization for Continuous Reinforcement Learning.
NeurIPS
Hanyang Zhao, Wenpin Tang, David D. Yao
2023 J jnl
Policy Optimization for Continuous Reinforcement Learning.
CoRR
Hanyang Zhao, Wenpin Tang, David D. Yao