Yingxiang Yang

According to our database, Yingxiang Yang authored at least 22 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reward-Augmented Data Enhances Direct Preference Alignment of LLMs.

Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang

CoRR, 2024

Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer.

Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang

CoRR, 2024

(N, K)-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model.

Yufeng Zhang, Liyu Chen, Boyi Liu, Yingxiang Yang, Qiwen Cui, Yunzhe Tao, Hongxia Yang

CoRR, 2024

How Can LLM Guide RL? A Value-Based Approach.

Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang

CoRR, 2024

Let Models Speak Ciphers: Multiagent Debate through Embeddings.

Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis.

Xiaohui Chen, Yongfei Liu, Yingxiang Yang, Jianbo Yuan, Quanzeng You, Li-Ping Liu, Hongxia Yang

CoRR, 2023

2022

Fourier Learning with Cyclical Data.

Yingxiang Yang, Zhihan Xiong, Tianyi Liu, Taiqing Wang, Chong Wang

Proceedings of the International Conference on Machine Learning, 2022

2020

Efficient learning of temporal dynamics with first-order methods

Yingxiang Yang

PhD thesis, 2020

The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models.

Yingxiang Yang, Negar Kiyavash, Le Song, Niao He

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Learning Positive Functions with Pseudo Mirror Descent.

Yingxiang Yang, Haoxiang Wang, Negar Kiyavash, Niao He

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models.

Yingxiang Yang, Adams Wei Yu, Zhaoran Wang, Tuo Zhao

CoRR, 2018

Predictive Approximate Bayesian Computation via Saddle Points.

Yingxiang Yang, Bo Dai, Negar Kiyavash, Niao He

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Online Learning for Multivariate Hawkes Processes.

Yingxiang Yang, Jalal Etesami, Niao He, Negar Kiyavash

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data.

Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. González

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Prospect Pricing in Cognitive Radio Networks.

Yingxiang Yang, Leonard T. Park, Narayan B. Mandayam, Ivan Seskar, Arnold Glass, Neha Sinha

IEEE Trans. Cogn. Commun. Netw., 2015

Efficient Neighborhood Selection for Gaussian Graphical Models.

Yingxiang Yang, Jalal Etesami, Negar Kiyavash

CoRR, 2015

2014

A Low-Complexity Cross-Layer Algorithm for Coordinated Downlink Scheduling and Robust Beamforming Under a Limited Feedback Constraint.

Yingxiang Yang, Bo Bai, Wei Chen, Lajos Hanzo

IEEE Trans. Veh. Technol., 2014

Limits of Predictability in Commuting Flows in the Absence of Data for Calibration.

Yingxiang Yang, Carlos Herrera, Nathan Eagle, Marta C. González

CoRR, 2014

Impact of end-user decisions on pricing in wireless networks.

Yingxiang Yang, Narayan B. Mandayam

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Impact of end-user decisions on pricing in wireless networks under a multiple-user-single-provider setting.

Yingxiang Yang, Narayan B. Mandayam

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

A review of urban computing for mobile phone traces: current methods, challenges and opportunities.

Shan Jiang, Gaston A. Fiore, Yingxiang Yang, Joseph Ferreira Jr., Emilio Frazzoli, Marta C. González

Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

2011

An Approach to Reduce Overhead under the VLQ Transmission Scheme for Cooperative Spectrum Sensing in Cognitive Radio.

Yingxiang Yang, Qun Pan, Yuehong Gao, Xin Zhang

Proceedings of the 74th IEEE Vehicular Technology Conference, 2011