Tianqing Fang
- Papers
- 15
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Authored papers
15Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration
arXiv 2026
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
arXiv 2026
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model
arXiv 2025
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents
arXiv 2025
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
arXiv 2025
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
arXiv 2024
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
arXiv 2024
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
arXiv 2024
DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects
arXiv 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
arXiv 2024
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
arXiv 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
arXiv 2023
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
arXiv 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
arXiv 2023
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population
arXiv 2023
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