Jie Peng
~Jie_Peng4
16
论文总数
8.0
年均投稿
平均评分
接收情况5/16
会议分布
ICLR
11
ICML
3
NeurIPS
2
发表论文 (16 篇)
202512 篇
4
Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
ICML 2025Poster
4
$\texttt{LLaPA}$: Harnessing Language Models for Protein Enzyme Function
ICLR 2025withdrawn
3
Regularized Optimal Transport for Single-Cell Temporal Trajectory Analysis
ICLR 2025Rejected
4
Enhancing single-cell Multi-Modal Multi-Task Learning via Sparse Mixture-of-Experts
ICLR 2025withdrawn
4
Replicate and Quantize: A Plug-and-Play Strategy for Load Balancing in Sparse Mixture-of-Experts LLMs
ICLR 2025Rejected
4
$\texttt{UQ-Merge}$: UNCERTAINTY GUIDED MULTIMODAL LARGE LANGUAGE MODEL MERGING
ICLR 2025withdrawn
4
Occult: Optimizing Collaborative Communications across Experts for Accelerated Parallel MoE Training and Inference
ICML 2025Poster
4
$\texttt{I$^2$MoE}$: Interpretable Multimodal Interaction-aware Mixture-of-Experts
ICML 2025Poster
4
Multimodal Graph-LLM: Leveraging Graph-Enhanced LLMs for Multimodal Healthcare Predictions
ICLR 2025withdrawn
4
Sparse MoE as a New Retriever: Addressing Missing Modality Problem in Incomplete Multimodal Data
ICLR 2025Rejected
4
Glider: Global and Local Instruction-Driven Expert Router
ICLR 2025withdrawn
3
Mozart: Modularized and Efficient MoE Training on 3.5D Wafer-Scale Chiplet Architectures
NeurIPS 2025Spotlight
20244 篇
3
Regularized Optimal Transport for Temporal Trajectory Analysis in Single-Cell Data
ICLR 2024Rejected
4
Sparse MoE as a New Treatment: Addressing Forgetting, Fitting, Learning Issues in Multi-Modal Multi-Task Learning
ICLR 2024Rejected
4
Tuning-Free Accountable Intervention for LLM Deployment - A Metacognitive Approach
ICLR 2024Rejected
3
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
NeurIPS 2024Spotlight