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Zhangyue Yin

28 papers · 2022–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (22) πŸ’Ž Century Club (24) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (8) ❓ The Questioner (5) πŸ—ƒοΈ Keyword Collector (130)

Conferences

EMNLP (9) ACL (8) COLING (3) AAAI (2) CVPR (2) ICML (2) ICCV (1) NAACL (1)

Papers

Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows ACL 2026 Thermometer of Thoughts: Enhancing LLM’s Exploration via Attention Temperature Modulation ACL 2026 Demystifying GNN-to-MLP Knowledge Transfer: Theoretical Grounding and Dual-Stream Distillation Method AAAI 2026 Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025 Dynamic and Generalizable Process Reward Modeling ACL 2025 Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025 Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025 Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework EMNLP 2025 VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025 R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025 VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks ICCV 2025 LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024 Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024 Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk EMNLP 2024 R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024 Unified Active Retrieval for Retrieval Augmented Generation EMNLP 2024 Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models COLING 2024 Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP 2024 Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ACL 2024 Explicit Memory Learning with Expectation Maximization EMNLP 2024 Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration CVPR 2024 Can AI Assistants Know What They Don’t Know? ICML 2024 Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication EMNLP 2023 Do Large Language Models Know What They Don’t Know? ACL 2023 Correspondence Transformers With Asymmetric Feature Learning and Matching Flow Super-Resolution CVPR 2023 What Dense Graph Do You Need for Self-Attention? ICML 2022 Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022