Chenxi Huang
6 papers · 2022–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(25)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Analysis
(1)
Keywords
few-shot learning
(2)
parameter-efficient fine-tuning
(2)
autonomous driving
(1)
chain-of-thought reasoning
(1)
drug discovery
(1)
point cloud
(1)
software engineering
(1)
model interpretability
(1)
3d object detection
(1)
mathematical reasoning
(1)
learning theory
(1)
multimodal fusion
(1)
low-rank optimization
(1)
soft prompt
(1)
complex reasoning
(1)
chain-of-thought prompting
(1)
kernel crash
(1)
crash resolution
(1)
code repair
(1)
representation learning
(1)
Papers
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
ACL 2025
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
ICLR 2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
EMNLP 2025
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
NeurIPS 2024
LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning
AAAI 2023
Sparse Fuse Dense: Towards High Quality 3D Detection With Depth Completion
CVPR 2022