1 citations · 1 across the 2 of their papers we have counts for
7 papers
Prior Diffusiveness and Regret in the Linear-Gaussian Bandit
Yifan Zhu, John C. Duchi, Benjamin Van Roy
We prove that Thompson sampling exhibits Bayesian regret in the linear-Gaussian bandit with a pri…
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models
Weibin Liao, Xin Gao, Tianyu Jia +6
Natural Language to SQL (NL2SQL) aims to translate natural language queries into executable SQL statements, offering non-expert users intuitive access to databases. While recent ap…
OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering
Yifan Zhu, Xinyu Mu, Tao Feng +3
Long-horizon omnimodal question answering answers questions by reasoning over text, images, audio, and video. Despite recent progress on OmniLLMs, low-resource long audio-video QA…
Token-Guard: Towards Token-Level Hallucination Control via Self-Checking Decoding
Yifan Zhu, Huiqiang Rong, Haoran Luo
Large Language Models (LLMs) often hallucinate, generating content inconsistent with the input. Retrieval-Augmented Generation (RAG) and Reinforcement Learning with Human Feedback…
Vision Language Models for Optimization-Driven Intent Processing in Autonomous Networks
Tasnim Ahmed, Yifan Zhu, Salimur Choudhury
Intent-Based Networking (IBN) allows operators to specify high-level network goals rather than low-level configurations. While recent work demonstrates that large language models c…
Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets
Jiashi Feng, Xiu Li, Jing Lin +25
Developing embodied AI agents requires scalable training environments that balance content diversity with physics accuracy. World simulators provide such environments but face dist…