Mingyi Hong
~Mingyi_Hong1
27
论文总数
13.5
年均投稿
平均评分
接收情况18/27
会议分布
ICLR
14
NeurIPS
8
ICML
5
发表论文 (27 篇)
202516 篇
4
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
ICLR 2025Oral
4
DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction
ICLR 2025Poster
4
Inference-Time Alignment of Diffusion Models with Direct Noise Optimization
ICML 2025Poster
4
Inference-Time Alignment of Diffusion Models with Direct Noise Optimization
ICLR 2025Rejected
4
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
ICML 2025Poster
4
Policy optimization can be memory-efficient: LLM Alignment Through Successive Policy Re-weighting (SPR)
ICLR 2025Rejected
4
From Demonstrations to Rewards: Alignment Without Explicit Human Preferences
ICLR 2025Rejected
4
A Lazy Hessian Evaluation Framework for Accelerating Stochastic Bilevel Optimization
ICLR 2025Rejected
-
Unlearning as Multi-Task Optimization: a normalized gradient difference approach with adaptive learning rate
ICLR 2025withdrawn
4
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
ICML 2025Poster
4
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
ICLR 2025withdrawn
4
Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment
ICLR 2025Spotlight
5
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
ICML 2025Poster
4
Effectively Steer LLM To Follow Preference via Building Confident Directions
ICLR 2025Rejected
4
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
NeurIPS 2025Poster
3
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
ICML 2025Poster
202411 篇
4
GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data
ICLR 2024Rejected
4
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction
NeurIPS 2024Poster
4
Pre-training Differentially Private Models with Limited Public Data
NeurIPS 2024Poster
3
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
NeurIPS 2024Poster
5
Adaptive Bilevel Optimization
ICLR 2024Rejected
4
Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach
ICLR 2024Poster
3
Unraveling the Gradient Descent Dynamics of Transformers
NeurIPS 2024Poster
3
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
NeurIPS 2024Poster
4
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
NeurIPS 2024Poster
4
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
ICLR 2024Poster
3
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
NeurIPS 2024Poster