PaperHub

Volkan Cevher

~Volkan_Cevher1

51
论文总数
25.5
年均投稿
5.7
平均评分
接收情况33/51
会议分布
ICLR
31
NeurIPS
11
ICML
9

发表论文 (51 篇)

202533 篇

6.3
4

Generalization of noisy SGD under isoperimetry

ICLR 2025Rejected
7.2
4

Generalization of noisy SGD in unbounded non-convex settings

ICML 2025Poster
4.5
4

Adversarial Training for Defense Against Label Poisoning Attacks

ICLR 2025Poster
5.5
3

Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning

ICML 2025Poster
6.0
3

How Gradient descent balances features: A dynamical analysis for two-layer neural networks

ICLR 2025Poster
8.2
4

Learning Equilibria from Data: Provably Efficient Multi-Agent Imitation Learning

NeurIPS 2025Poster
6.8
4

Efficient Large Language Model Inference with Neural Block Linearization

NeurIPS 2025Poster
7.0
4

Certified Robustness Under Bounded Levenshtein Distance

ICLR 2025Poster
3.3
4

HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity

ICLR 2025Rejected
3.8
4

Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks

ICLR 2025withdrawn
4.5
4

A Phase Transition Induces Catastrophic Overfitting in Adversarial Training

ICLR 2025Rejected
6.6
4

IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic

ICML 2025Poster
6.0
4

Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling

ICLR 2025Poster
6.0
4

Efficient Interpolation between Extragradient and Proximal Methods for Weak MVIs

ICLR 2025Poster
3.8
5

Space-time self-attention for graph signal processing

ICLR 2025Rejected
4.4
4

Accelerating Spectral Clustering under Fairness Constraints

ICML 2025Poster
7.3
4

Ascent Fails to Forget

NeurIPS 2025Poster
6.5
4

Addressing Label Shift in Distributed Learning via Entropy Regularization​

ICLR 2025Poster
4.7
3

Imbalance-Regularized LoRA: A Plug-and-Play Method for Improving Fine-Tuning of Foundation Models

ICLR 2025Rejected
6.1
4

Best of Both Worlds: Regret Minimization versus Minimax Play

ICML 2025Poster
3.0
3

CONTINUAL FINITE-SUM MINIMIZATION UNDER THE POLYAK-ŁOJASIEWICZ CONDITION

ICLR 2025Rejected
6.3
3

Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games

ICML 2025Poster
5.3
4

Multi-Step Preference Optimization via Two-Player Markov Games

ICLR 2025Rejected
6.1
4

Training Deep Learning Models with Norm-Constrained LMOs

ICML 2025Spotlight
6.4
4

Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness

NeurIPS 2025Oral
5.5
4

Quantized Optimistic Dual Averaging with Adaptive Layer-wise Compression

ICLR 2025Rejected
6.0
4

Quantum-PEFT: Ultra parameter-efficient fine-tuning

ICLR 2025Poster
6.0
4

Robustness in Both Domains: CLIP Needs a Robust Text Encoder

NeurIPS 2025Poster
4.9
4

Layer-wise Quantization for Quantized Optimistic Dual Averaging

ICML 2025Poster
5.7
3

iFedDR: Auto-Tuning Local Computation with Inexact Douglas-Rachford Splitting in Federated Learning

ICLR 2025Rejected
5.5
4

A Proximal Operator for Inducing 2:4-Sparsity

ICML 2025Rejected
6.8
4

Linear Attention for Efficient Bidirectional Sequence Modeling

NeurIPS 2025Poster
4.8
4

LION: A bidirectional framework that trains like a Transformer and infers like an RNN

ICLR 2025Rejected

202418 篇

4.7
3

COINs: Model-based Accelerated Inference for Knowledge Graphs

ICLR 2024Rejected
5.8
4

SAMPa: Sharpness-aware Minimization Parallelized

NeurIPS 2024Poster
5.8
4

$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling

NeurIPS 2024Poster
5.3
4

Better Imitation Learning in Discounted Linear MDP

ICLR 2024Rejected
6.3
3

On Feature Learning in Structured State Space Models

NeurIPS 2024Poster
5.8
4

Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces

NeurIPS 2024Poster
6.7
3

Multilinear Operator Networks

ICLR 2024Poster
5.0
4

An old dog can learn (some) new tricks: A tale of a three-decade old architecture

ICLR 2024Rejected
6.3
4

Efficient Continual Finite-Sum Minimization

ICLR 2024Poster
4.7
3

Federated Learning under Label Shifts with Guarantees

ICLR 2024Rejected
6.3
4

Improving SAM Requires Rethinking its Optimization Formulation

ICLR 2024Rejected
6.0
3

Robust NAS under adversarial training: benchmark, theory, and beyond

ICLR 2024Poster
7.0
3

Generalization of Scaled Deep ResNets in the Mean-Field Regime

ICLR 2024Spotlight
6.0
4

Adversarial Training Should Be Cast as a Non-Zero-Sum Game

ICLR 2024Poster
5.7
3

Efficient local linearity regularization to overcome catastrophic overfitting

ICLR 2024Poster
4.6
5

Adaptive Bilevel Optimization

ICLR 2024Rejected
5.3
4

Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness

ICLR 2024Poster
5.5
4

Membership Inference Attacks against Large Vision-Language Models

NeurIPS 2024Poster
合作者 (20)