Bo Li

LogiConBench: Benchmarking Logical Consistencies of LLMs

Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated

OracleKV: Oracle Guidance for Question-Independent KV Cache Eviction

Mediater: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing

Is Privacy Always Prioritized over Learning? Probing LLMs' Value Priority Belief under External Perturbations

Can LLMs Maintain Fundamental Abilities under KV Cache Compression?

Identifying and Mitigating Errors in Gradient Aggregation of Distributed Data Parallel Training

Private Online Learning against an Adaptive Adversary: Realizable and Agnostic Settings

IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector

Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference

Capturing and Mitigating Gradient Aggregation Errors for Fault-Tolerant Distributed Training