Chi-Heng Lin

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Critical Points

Tree Reweighted

Top Venues

Wirel. Commun. Mob. Comput.

Publications

Shikhar Tuli, Chi-Heng Lin, Yen-Chang Hsu, Niraj K. Jha, Yilin Shen, Hongxia Jin
DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling. CoRR (2024)
Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y. Jin, Wenrui Ma, Vidya Muthukumar, Eva L. Dyer
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance. CoRR (2024)
Shikhar Tuli, Chi-Heng Lin, Yen-Chang Hsu, Niraj K. Jha, Yilin Shen, Hongxia Jin
DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling. NAACL-HLT (2024)
Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer
Half-Hop: A graph upsampling approach for slowing down message passing. CoRR (2023)
Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer
Half-Hop: A graph upsampling approach for slowing down message passing. ICML (2023)
Chi-Heng Lin, Chiraag Kaushik, Eva L. Dyer, Vidya Muthukumar
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective. CoRR (2022)
Jun-Kun Wang, Chi-Heng Lin, Andre Wibisono, Bin Hu
Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Łojasiewicz Functions when the Non-Convexity is Averaged-Out. CoRR (2022)
Jun-Kun Wang, Chi-Heng Lin, Andre Wibisono, Bin Hu
Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Lojasiewicz Functions when the Non-Convexity is Averaged-Out. ICML (2022)
Ran Liu, Mehdi Azabou, Max Dabagia, Chi-Heng Lin, Mohammad Gheshlaghi Azar, Keith B. Hengen, Michal Valko, Eva L. Dyer
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity. CoRR (2021)
Jun-Kun Wang, Chi-Heng Lin, Jacob D. Abernethy
A Modular Analysis of Provable Acceleration via Polyak's Momentum: Training a Wide ReLU Network and a Deep Linear Network. ICML (2021)
Jun-Kun Wang, Chi-Heng Lin, Jacob D. Abernethy
Escaping Saddle Points Faster with Stochastic Momentum. CoRR (2021)
Chi-Heng Lin, Mehdi Azabou, Eva L. Dyer
Making transport more robust and interpretable by moving data through a small number of anchor points. ICML (2021)
Chi-Heng Lin, Joseph D. Miano, Eva L. Dyer
Bayesian optimization for modular black-box systems with switching costs. UAI (2021)
Mehdi Azabou, Mohammad Gheshlaghi Azar, Ran Liu, Chi-Heng Lin, Erik C. Johnson, Kiran Bhaskaran-Nair, Max Dabagia, Keith B. Hengen, William R. Gray Roncal, Michal Valko, Eva L. Dyer
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction. CoRR (2021)
Ran Liu, Mehdi Azabou, Max Dabagia, Chi-Heng Lin, Mohammad Gheshlaghi Azar, Keith B. Hengen, Michal Valko, Eva L. Dyer
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity. NeurIPS (2021)
Jun-Kun Wang, Chi-Heng Lin, Jacob D. Abernethy
Escaping Saddle Points Faster with Stochastic Momentum. ICLR (2020)
Chi-Heng Lin, Joseph D. Miano, Eva L. Dyer
Bayesian optimization for modular black-box systems with switching costs. CoRR (2020)
Chi-Heng Lin, Mehdi Azabou, Eva L. Dyer
Making transport more robust and interpretable by moving data through a small number of anchor points. CoRR (2020)
Ebrahim Baktash, Chi-Heng Lin, Xiaodong Wang, Mahmood Karimi
Downlink Linear Precoders Based on Statistical CSI for Multicell MIMO-OFDM. Wirel. Commun. Mob. Comput. 2017 (2017)
Chi-Heng Lin, De-Nian Yang, Ji-Tang Lee, Wanjiun Liao
Efficient Error-Resilient Multicasting for Multi-View 3D Videos in Wireless Network. GLOBECOM (2016)
Chi-Heng Lin, De-Nian Yang, Ji-Tang Lee, Wanjiun Liao
Error-Resilient Multicast for Multi-View 3D Videos in IEEE 802.11 Networks. CoRR (2015)
Fan-Min Tseng, Chi-Heng Lin, Kwang-Cheng Chen
In-Network Computations of Machine-to-Machine Communications for Wireless Robotics. Wirel. Pers. Commun. 70 (3) (2013)