Hongru Wang
- Papers
- 18
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Authored papers
18Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
arXiv 2026
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
arXiv 2026
Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
arXiv 2025
ToolRL: Reward is All Tool Learning Needs
arXiv 2025
RM-R1: Reward Modeling as Reasoning
arXiv 2025
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence
arXiv 2025
Perception-Aware Policy Optimization for Multimodal Reasoning
arXiv 2025
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting
arXiv 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation
arXiv 2025
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
arXiv 2025
From Word to World: Can Large Language Models be Implicit Text-based World Models?
arXiv 2025
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents
arXiv 2025
On Path to Multimodal Historical Reasoning: HistBench and HistAgent
arXiv 2025
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
arXiv 2024
Analysing the Residual Stream of Language Models Under Knowledge Conflicts
arXiv 2024
Knowledge Conflicts for LLMs: A Survey
arXiv 2024
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
arXiv 2024
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
arXiv 2023
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