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20242026
most citedMultimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models

1 citations · 1 across the 5 of their papers we have counts for

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cs.AI2026

When Debate Helps: Proposal Supply and Verification-Aware Readout in Multi-Agent Reasoning

Zihao Zhao, Tunyu Zhang, Haizhou Shi +3

Multi-agent debate can improve reasoning, yet often fails to beat simple majority voting. We argue that successful debate requires two distinct mechanisms: proposal supply must sur…

cs.AI2026

Turbo Harness: Instance-Adaptive Harness Optimization

Tunyu Zhang, Hao Wang, Kai Xu +1

Automating the search for effective harnesses is an important step toward enabling agents to recursively self-improve. Existing harness optimizations typically produce a single glo…