Chenxi Huang
6 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (12) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
Conferences
AAAI (1)
ACL (1)
CVPR (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(2)
learning theory
(1)
mathematical reasoning
(1)
chain-of-thought reasoning
(1)
autonomous driving
(1)
point cloud
(1)
model interpretability
(1)
software engineering
(1)
3d object detection
(1)
parameter-efficient fine-tuning
(1)
parameter efficient fine-tuning
(1)
drug discovery
(1)
low-rank optimization
(1)
chain-of-thought prompting
(1)
kernel crash
(1)
crash resolution
(1)
code repair
(1)
bug fixing
(1)
molecular representation
(1)
multi-modal fusion
(1)
Papers
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
ACL 2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
EMNLP 2025
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
ICLR 2025
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
NIPS 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