conftrace_

Chaowen Hu

4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ACL (2) ICLR (1) NIPS (1)

Top co-authors

Jiaye Lin (2) Ke Zeng (2) Binbin Zheng (2) Yangyi Fang (2) Xiaoliang Fu (2) Zekai Shao (2) Lu Pan (2) Jiahuan Yan (2) Jian Wu (2) Cong Qin (2)

Keywords

policy optimization (2) large language model (2) reinforcement learning (2) pareto front (1) multi-objective bayesian optimization (1) probability mass (1) graph neural network (1) probability gradient (1) gradient utilization (1) molecular optimization (1) importance sampling (1)

Papers

MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning ACL 2026 From log 𝜋 to 𝜋: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight ACL 2026 Small Models are LLM Knowledge Triggers for Medical Tabular Prediction ICLR 2025 Sample-efficient Multi-objective Molecular Optimization with GFlowNets NIPS 2023