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Wenjie Li
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- LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation
- AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
- To Retrieve or To Think? Cross-Boundary Context Evolution for Multi-hop Complex Reasoning
- Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models
- Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning
- SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling
- Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
- Parallel Test-Time Scaling for Latent Reasoning Models