Picture for Tianlong Chen

Tianlong Chen

Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations

Add code
Apr 10, 2025
Viaarxiv icon

Window Token Concatenation for Efficient Visual Large Language Models

Add code
Apr 05, 2025
Viaarxiv icon

More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment

Add code
Apr 03, 2025
Viaarxiv icon

Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design

Add code
Apr 02, 2025
Viaarxiv icon

$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks

Add code
Mar 31, 2025
Viaarxiv icon

ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion

Add code
Mar 31, 2025
Viaarxiv icon

Make Optimization Once and for All with Fine-grained Guidance

Add code
Mar 14, 2025
Viaarxiv icon

In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

Add code
Mar 11, 2025
Viaarxiv icon

You Only Debias Once: Towards Flexible Accuracy-Fairness Trade-offs at Inference Time

Add code
Mar 10, 2025
Viaarxiv icon

Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning

Add code
Mar 07, 2025
Viaarxiv icon