Fanxu Meng
9 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(26)
π§
Keyword Pioneer
π
Grand Slam
π
Trend Setter
Conferences
NIPS (3)
AAAI (1)
ACL (1)
CVPR (1)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(4)
low-rank adaptation
(2)
filter pruning
(2)
network pruning
(2)
parameter-efficient fine-tuning
(2)
approximation algorithm
(1)
distributed learning
(1)
representation learning
(1)
singular value decomposition
(1)
constraint satisfaction
(1)
multi-objective optimization
(1)
submodular maximization
(1)
knowledge representation
(1)
deep neural network
(1)
distributed computing
(1)
language model
(1)
deep learning
(1)
weight pruning
(1)
knowledge distillation
(1)
neural network compression
(1)
Papers
CLOVER: Cross-Layer Orthogonal Vectors Pruning
ICML 2025
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
ICLR 2025
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation
EMNLP 2025
AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints
ACL 2024
Expert-level protocol translation for self-driving labs
NIPS 2024
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
NIPS 2024
Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization
AAAI 2023
Filter Grafting for Deep Neural Networks
CVPR 2020
Pruning Filter in Filter
NIPS 2020