Publications (26)
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
Guangyi Liu, Yu Wang, Zeyu Feng +9
Barzilai-Borwein Descent Methods for Multiobjective Optimization Problems with Variable Trade-off Metrics
Jian Chen, Liping Tang, Xinmin Yang
Linguistic Indirectness in Public Cheap-Talk Games
Liping Tang, Michiko Ogaku
K2-V2: A 360-Open, Reasoning-Enhanced LLM
K2 Team, Zhengzhong Liu, Liping Tang +36
MegaMath: Pushing the Limits of Open Math Corpora
Fan Zhou, Zengzhi Wang, Nikhil Ranjan +5
On the Convergence of Newton-type Proximal Gradient Method for Multiobjective Optimization Problems
Jian Chen, Xiaoxue Jiang, Liping Tang +1
Barzilai-Borwein Diagonal Quasi-Newton Method for Nonconvex Multiobjective Optimization Problems
Hua Liu, Zhuoxin Fan, Liping Tang +1
Mirror descent method for stochastic multi-objective optimization
Linxi Yang, Liping Tang, Jiahao Lv +2
Barzilai-Borwein Proximal Gradient Methods for Multiobjective Composite Optimization Problems with Improved Linear Convergence
Jian Chen, Liping Tang, Xinmin Yang
LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch
Zhengzhong Liu, Bowen Tan, Hongyi Wang +22
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation
Liping Tang, Zhen Li, Zhiquan Luo +1
Generalized conditional gradient methods for multiobjective composite optimization problems with H{ö}lder condition
Wang Chen, Liping Tang, Xinmin Yang
On the convergence of conditional gradient method for unbounded multiobjective optimization problems
Wang Chen, Yong Zhao, Liping Tang +1
LLM360: Towards Fully Transparent Open-Source LLMs
Zhengzhong Liu, Aurick Qiao, Willie Neiswanger +25
First-order Methods for Unconstrained Vector Optimization Problems: A Unified Majorization-Minimization Perspective
Jian Chen, Jingjie Liu, Liping Tang +1
A Modification Piecewise Convexification Method for Box-Constrained Non-Convex Optimization Programs
Qiao Zhu, Liping Tang, Xinmin Yang
Centimeter-deep tissue fluorescence microscopic imaging with high signal-to-noise ratio and picomole sensitivity
Bingbing Cheng, Venugopal Bandi, Ming-Yuan Wei +6
Conjugate gradient methods without line search for multiobjective optimization
Wang Chen, Yong Zhao, Liping Tang +1
Decomposition-Invariant Pairwise Frank-Wolfe Algorithm for Constrained Multiobjective Optimization
Zhuoxin Fan, Liping Tang
Convergence rates analysis of Interior Bregman Gradient Method for Vector Optimization Problems
Jian Chen, Liping Tang, Xinmin Yang
A Barzilai-Borwein Descent Method for Multiobjective Optimization Problems
Jian Chen, Liping Tang, Xinmin Yang
Learning to optimize by multi-gradient for multi-objective optimization
Linxi Yang, Xinmin Yang, Liping Tang
An accelerated gradient method with adaptive restart for convex multiobjective optimization problems
Hao Luo, Liping Tang, Xinmin Yang
Accelerated Proximal Gradient Method with Backtracking for Multiobjective Optimization
Chengzhi Huang, Jian Chen, Liping Tang
Scaled Proximal Gradient Methods for Multiobjective Optimization: Improved Linear Convergence and Nesterov's Acceleration
Jian Chen, Liping Tang, Xinmin Yang
Improvements to steepest descent method for multi-objective optimization
Wang Chen, Liping Tang, Xinmin Yang