Bing He

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Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)Tool Use & Agents (1)

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Rui Sun (1)Zhan Shi (1)

Papers (1)

Sep 9, 2026

Independent Researchers1w ago·also Affiliation:

TRACE: Training Reasoning Agents for Causal Exploration with Synthesized Rewards

Model scale is no longer the sole bottleneck for complex causal analysis: pairing RL with simulator-synthesized interventions allows a 35B parameter model to surpass Claude Opus 5 on real-world diagnostic tasks.

Rui Sun, Zhan Shi, Bing He

Reasoning & Chain-of-Thought RLHF & Preference Learning Tool Use & Agents

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Bing He

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)