Alert button
Picture for Wenqing Zheng

Wenqing Zheng

Alert button

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Feb 26, 2024
Yihua Zhang, Pingzhi Li, Junyuan Hong, Jiaxiang Li, Yimeng Zhang, Wenqing Zheng, Pin-Yu Chen, Jason D. Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, Tianlong Chen

Viaarxiv icon

Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation

May 08, 2023
Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang

Figure 1 for Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
Figure 2 for Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
Figure 3 for Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
Figure 4 for Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
Viaarxiv icon

You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction

Feb 27, 2023
Wenqing Zheng, Edward W Huang, Nikhil Rao, Zhangyang Wang, Karthik Subbian

Figure 1 for You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction
Figure 2 for You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction
Figure 3 for You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction
Figure 4 for You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction
Viaarxiv icon

Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search

Dec 30, 2022
Wenqing Zheng, S P Sharan, Zhiwen Fan, Kevin Wang, Yihan Xi, Zhangyang Wang

Viaarxiv icon

Search Behavior Prediction: A Hypergraph Perspective

Nov 29, 2022
Yan Han, Edward W Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian

Figure 1 for Search Behavior Prediction: A Hypergraph Perspective
Figure 2 for Search Behavior Prediction: A Hypergraph Perspective
Figure 3 for Search Behavior Prediction: A Hypergraph Perspective
Figure 4 for Search Behavior Prediction: A Hypergraph Perspective
Viaarxiv icon

Symbolic Distillation for Learned TCP Congestion Control

Oct 24, 2022
S P Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang

Figure 1 for Symbolic Distillation for Learned TCP Congestion Control
Figure 2 for Symbolic Distillation for Learned TCP Congestion Control
Figure 3 for Symbolic Distillation for Learned TCP Congestion Control
Figure 4 for Symbolic Distillation for Learned TCP Congestion Control
Viaarxiv icon

A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking

Oct 14, 2022
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang

Figure 1 for A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
Figure 2 for A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
Figure 3 for A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
Figure 4 for A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
Viaarxiv icon

Symbolic Learning to Optimize: Towards Interpretability and Scalability

Apr 02, 2022
Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang

Figure 1 for Symbolic Learning to Optimize: Towards Interpretability and Scalability
Figure 2 for Symbolic Learning to Optimize: Towards Interpretability and Scalability
Figure 3 for Symbolic Learning to Optimize: Towards Interpretability and Scalability
Figure 4 for Symbolic Learning to Optimize: Towards Interpretability and Scalability
Viaarxiv icon