Jiashuo Sun

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authored 6 papers 2 days ago

GRACE: Generative Representation Learning via Contrastive Policy Optimization

Paper • 2510.04506 • Published Oct 6, 2025 • 12

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 108

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published Feb 7 • 11

BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literature

Paper • 2601.16993 • Published Jan 12

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation

Paper • 2602.03689 • Published Feb 3

TaSR-RAG: Taxonomy-guided Structured Reasoning for Retrieval-Augmented Generation

Paper • 2603.09341 • Published Mar 10

authored 10 papers 12 months ago

APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning

Paper • 2212.07249 • Published Dec 14, 2022

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models

Paper • 2304.11657 • Published Apr 23, 2023

Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models

Paper • 2403.11838 • Published Mar 18, 2024

Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation

Paper • 2408.00555 • Published Aug 1, 2024

From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models

Paper • 2503.06260 • Published Mar 8, 2025

Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Paper • 2307.07697 • Published Jul 15, 2023

ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM

Paper • 2408.12076 • Published Aug 22, 2024 • 12

Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning

Paper • 2408.17150 • Published Aug 30, 2024

SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information

Paper • 2409.14083 • Published Sep 21, 2024

DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation

Paper • 2505.07233 • Published May 12, 2025 • 8

authored a paper about 1 year ago

Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency

Paper • 2504.18589 • Published Apr 24, 2025 • 13

authored a paper over 1 year ago

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1, 2025 • 110