Summer Yue

6 papers · 2022–2025 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ICLR (2) ACL (1) AutoML (1) ICML (1) NeurIPS (1)

Top co-authors

Sean M. Hendryx (2) Hugh Zhang (2) Dean Lee (2) Zifan Wang (2) Catherine Wu (2) Vaughn Robinson (2) David Campbell (1) Bhrugu Bharathi (1) Alice Gatti (1) Ponnurangam Kumaraguru (1)

Research topics

Artificial Intelligence (6) Core AI (5) Natural Language Processing (4) Machine Learning (3) Applications (3) Generation (2) Optimization & Theory (2) Deep Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

large language model (3) benchmark evaluation (1) mathematical reasoning (1) code generation (1) neural architecture search (1) diverse sampling (1) evaluation benchmark (1) safety evaluation (1) red teaming (1) grade school arithmetic (1) dataset contamination (1) overfitting detection (1) search algorithm (1) differentiable architecture search (1) multi-turn conversation (1) inference scaling (1) agent safety (1) context reasoning (1) gradient-based search (1) harmful instruction (1)

Papers

Aligned LLMs Are Not Aligned Browser Agents ICLR 2025 MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs ACL 2025 Planning in Natural Language Improves LLM Search for Code Generation ICLR 2025 A Careful Examination of Large Language Model Performance on Grade School Arithmetic NeurIPS 2024 The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning ICML 2024 Differentiable Architecture Search for Reinforcement Learning AutoML 2022