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Huiling Zhen

4 papers · 2024–2025 · 2 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.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (3) ICLR (1)

Top co-authors

Mingxuan Yuan (4) Zhihai Wang (2) Jie Wang (2) Jianye Hao (2) Feng Wu (2) Bowei He (1) Defu Lian (1) Jianping Zhang (1) Lihao Yin (1) Chi Ma (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Natural Language Processing (1) Application Areas (1) Generation (1) Learning Types (1)

Keywords

large language model (2) model robustness (1) divide and conquer (1) monte carlo tree search (1) backdoor attack (1) randomized smoothing (1) language model (1) electronic design automation (1) fine tuning (1) llm reasoning (1) reasoning quality (1) thought generation (1) hierarchical thinking (1) speedups (1) generative discriminators (1) netlist node reduction (1) verilog (1) hypertree (1) planning outlines (1) travelplanner benchmark (1)

Papers

Accelerating Large Language Model Reasoning via Speculative Search ICML 2025 Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks ICLR 2025 HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking ICML 2025 BetterV: Controlled Verilog Generation with Discriminative Guidance ICML 2024