Yang Xu

81 papers · 2010–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🏃 Academic Marathon (15) 🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (16) 🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (11) 👥 Mega-Team (26) 🌱 Topic Pioneer 🔬 Deep Specialist (10) 🏆 Keyword Champion 🔥 Unstoppable (10) 🗃️ Keyword Collector (394) ❓ The Questioner (6) 📈 Trend Setter 💎 Century Club (75) 🚀 Conference Pioneer ⚡ Prolific Year (20)

Conferences

ACL (19) EMNLP (16) AAAI (11) COLING (6) ICML (6) NIPS (6) IJCNLP (4) NSDI (4) NAACL (3) CONLL (2) IJCAI (2) CVPR (1) ICCV (1)

Top co-authors

Wanxiang Che (12) Yunlong Feng (7) Qingfu Zhu (7) Min Zhang (6) David Reitter (5) Frank Rudzicz (5) Zining Zhu (4) Zhewei Sun (4) Guillaume Thomas (4) Libo Qin (4)

Research topics

Linguistics (2) Cognitive Science (1)

Keywords

large language model (11) language model (9) text classification (5) fpga prototype (3) reinforcement learning (3) multimodal learning (3) entropy rate constancy (3) word embedding (3) diachronic analysis (3) semantic change (3) computational linguistics (3) 3d object retrieval (3) linguistic feature (3) text generation (2) representation learning (2) information theory (2) zero-shot learning (2) prompt engineering (2) document understanding (2) image fusion (2)

Papers

Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction AAAI 2026

Towards Better Correctness and Efficiency in Code Generation AAAI 2026

GeoPTH: A Lightweight Approach to Category-Based Trajectory Retrieval via Geometric Prototype Trajectory Hashing AAAI 2026

IDK-S: Incremental Distributional Kernel for Streaming Anomaly Detection AAAI 2026

SCoNE: Spherical Consistent Neighborhoods Ensemble for Effective and Efficient Multi-View Anomaly Detection AAAI 2026

MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift AAAI 2026

Linear Contextual Bandits With Interference ICML 2025

Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025

M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025

RLLTE: Long-Term Evolution Project of Reinforcement Learning AAAI 2025

ClubHeap: A High-Speed and Scalable Priority Queue for Programmable Packet Scheduling NSDI 2025

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025

Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation ACL 2025

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring NAACL 2025

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025

Rethinking Removal Attack and Fingerprinting Defense for Model Intellectual Property Protection: A Frequency Perspective IJCAI 2025

Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion Model CVPR 2025

Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query EMNLP 2025

Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach ICML 2025

Off-Policy Evaluation under Nonignorable Missing Data ICML 2025

Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes ICML 2025

The discordance between embedded ethics and cultural inference in large language models EMNLP 2025

Empower Programmable Pipeline for Advanced Stateful Packet Processing NSDI 2024

Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood EMNLP 2024

Learning Multi-Modal Cross-Scale Deformable Transformer Network for Unregistered Hyperspectral Image Super-resolution AAAI 2024

Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval NIPS 2024

Layerwise Change of Knowledge in Neural Networks ICML 2024

Paraphrase Types Elicit Prompt Engineering Capabilities EMNLP 2024

Sifter: An Inversion-Free and Large-Capacity Programmable Packet Scheduler NSDI 2024

The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NIPS 2024

How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction ACL 2024

Concise and Precise Context Compression for Tool-Using Language Models ACL 2024

OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024

Towards the Dynamics of a DNN Learning Symbolic Interactions NIPS 2024

Toward Informal Language Processing: Knowledge of Slang in Large Language Models NAACL 2024

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024

Improving Language Model Reasoning with Self-motivated Learning COLING 2024

Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NIPS 2024

Knowledge-Centric Hallucination Detection EMNLP 2024

Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object Retrieval IJCAI 2024

Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning AAAI 2024

FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy NIPS 2023

Language Anisotropic Cross-Lingual Model Editing ACL 2023

Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study ACL 2023

Knowledge of cultural moral norms in large language models ACL 2023

An Instrumental Variable Approach to Confounded Off-Policy Evaluation ICML 2023

Word sense extension ACL 2023

Neural reality of argument structure constructions ACL 2022

Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022

Semantically Informed Slang Interpretation NAACL 2022

Tracing Semantic Variation in Slang EMNLP 2022

Gearbox: A Hierarchical Packet Scheduler for Approximate Weighted Fair Queuing NSDI 2022

A diachronic evaluation of gender asymmetry in euphemism ACL 2021

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021

How is BERT surprised? Layerwise detection of linguistic anomalies ACL 2021

Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining EMNLP 2021

An unsupervised framework for tracing textual sources of moral change EMNLP 2021

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding IJCNLP 2021

How is BERT surprised? Layerwise detection of linguistic anomalies IJCNLP 2021

A diachronic evaluation of gender asymmetry in euphemism IJCNLP 2021

Word class flexibility: A deep contextualized approach EMNLP 2020

Inferring symmetry in natural language EMNLP 2020

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation AAAI 2020

Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition COLING 2020

Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology ACL 2019

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding CONLL 2019

Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems AAAI 2019

Slang Detection and Identification CONLL 2019

Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change ACL 2019

Text-based inference of moral sentiment change IJCNLP 2019

Text-based inference of moral sentiment change EMNLP 2019

Is Nike female? Exploring the role of sound symbolism in predicting brand name gender EMNLP 2018

Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018

Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition COLING 2018

Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018

Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power ACL 2018

Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance ACL 2017

Convergence of Syntactic Complexity in Conversation ACL 2016

Entropy Converges Between Dialogue Participants: Explanations from an Information-Theoretic Perspective ACL 2016

Inference and communication in the game of Password NIPS 2010