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Hanze Dong

23 papers · 2022–2026 · 10 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

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+5 more ↓ 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (61) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Gold 🤝 Dynamic Duo (17)
👑 Triple Crown ⚡ Prolific Year · Prolific 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🗃️ Keyword Collector (136)

Papers

Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion COLT 2026 Automatic Curriculum Expert Iteration for Reliable LLM Reasoning ICLR 2025 Offline Reinforcement Learning for LLM Multi-step Reasoning ACL 2025 Reward-Guided Speculative Decoding for Efficient LLM Reasoning ICML 2025 ThinK: Thinner Key Cache by Query-Driven Pruning ICLR 2025 Faster Sampling via Stochastic Gradient Proximal Sampler ICML 2024 Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo COLT 2024 FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation EMNLP 2024 Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint ICML 2024 LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models NAACL 2024 Mitigating the Alignment Tax of RLHF EMNLP 2024 MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance EMNLP 2024 Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NeurIPS 2024 PAPAL: A Provable PArticle-based Primal-Dual ALgorithm for Mixed Nash Equilibrium JMLR 2024 Reverse Diffusion Monte Carlo ICLR 2024 Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference NeurIPS 2024 Spurious Feature Diversification Improves Out-of-distribution Generalization ICLR 2024 Catalyst Acceleration of Error Compensated Methods Leads to Better Communication Complexity AISTATS 2023 DetGPT: Detect What You Need via Reasoning EMNLP 2023 Particle-based Variational Inference with Preconditioned Functional Gradient Flow ICLR 2023 Bayesian Invariant Risk Minimization CVPR 2022 Local Augmentation for Graph Neural Networks ICML 2022 Weakly Supervised Disentangled Generative Causal Representation Learning JMLR 2022