Yuandong Tian

12

Papers

275

Total Citations

Papers (12)

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP and Attention

NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Contrastive Predict-and-Search for Mixed Integer Linear Programs

Param$\Delta$ for Direct Mixing: Post-Train Large Language Model At Zero Cost

LoCoCo: Dropping In Convolutions for Long Context Compression

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

GenCO: Generating Diverse Designs with Combinatorial Constraints