Ruobing Xie

60 papers · 2016–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (103) 🏆 Keyword Champion 🧬 Topic Evolution 🏆 Grand Slam 🤝 Dynamic Duo (31) 📈 Trend Setter 💎 Century Club (59) 🔥 Unstoppable (10) ⚡ Prolific Year (5) 🗃️ Keyword Collector (251)

Conferences

ACL (13) EMNLP (13) AAAI (7) IJCAI (7) ICLR (4) ICML (4) NAACL (4) COLING (2) IJCNLP (2) CVPR (1) EACL (1) ICCV (1) NIPS (1)

Top co-authors

Zhiyuan Liu (31) Maosong Sun (30) Zhanhui Kang (17) Xingwu Sun (16) Leyu Lin (15) Xu Han (13) Yankai Lin (12) Jie Zhou (10) Fen Lin (8) Yuan Yao (7)

Keywords

neural network (5) large language model (5) pre-trained language model (4) recommender system (4) multimodal learning (3) open relation extraction (3) siamese network (3) vision-language model (3) sequential recommendation (3) parameter efficiency (3) diffusion model (3) knowledge base (3) mixture of expert (3) knowledge graph completion (3) representation learning (3) attention mechanism (3) model compression (3) language model (3) semantic space (2) metric learning (2)

Papers

TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization ACL 2025

PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025

Language Models “Grok” to Copy NAACL 2025

Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025

Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025

QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models NAACL 2025

Scaling Laws for Floating–Point Quantization Training ICML 2025

Autonomy-of-Experts Models ICML 2025

Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence ICLR 2025

Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval ICCV 2025

The Security Threat of Compressed Projectors in Large Vision-Language Models EMNLP 2025

Sparsifying Mamba EMNLP 2025

HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025

Continuous Speech Tokenizer in Text To Speech NAACL 2025

Exploring Forgetting in Large Language Model Pre-Training ACL 2025

Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP 2024

Plug-In Diffusion Model for Sequential Recommendation AAAI 2024

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024

LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders COLING 2024

Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024

AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs ICLR 2024

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors ICLR 2024

ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024

Exploring the Benefit of Activation Sparsity in Pre-training ICML 2024

SeeDRec: Sememe-based Diffusion for Sequential Recommendation IJCAI 2024

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023

Better Pre-Training by Reducing Representation Confusion EACL 2023

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023

Visually Grounded Commonsense Knowledge Acquisition AAAI 2023

Recyclable Tuning for Continual Pre-training ACL 2023

Emergent Modularity in Pre-trained Transformers ACL 2023

WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023

Pruning Pre-trained Language Models Without Fine-Tuning ACL 2023

Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022

Curriculum Disentangled Recommendation with Noisy Multi-feedback NIPS 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning IJCNLP 2021

Open Hierarchical Relation Extraction NAACL 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning ACL 2021

Hierarchical Reinforcement Learning for Integrated Recommendation AAAI 2021

Neural Snowball for Few-Shot Relation Learning AAAI 2020

Deep Feedback Network for Recommendation IJCAI 2020

Internal and Contextual Attention Network for Cold-start Multi-channel Matching in Recommendation IJCAI 2020

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification COLING 2020

Denoising Relation Extraction from Document-level Distant Supervision EMNLP 2020

Connecting Embeddings for Knowledge Graph Entity Typing ACL 2020

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data IJCNLP 2019

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data EMNLP 2019

Language Modeling with Sparse Product of Sememe Experts EMNLP 2018

Cross-lingual Lexical Sememe Prediction EMNLP 2018

Incorporating Chinese Characters of Words for Lexical Sememe Prediction ACL 2018

Iterative Entity Alignment via Joint Knowledge Embeddings IJCAI 2017

Image-embodied Knowledge Representation Learning IJCAI 2017

Improved Word Representation Learning with Sememes ACL 2017

Lexical Sememe Prediction via Word Embeddings and Matrix Factorization IJCAI 2017

Representation Learning of Knowledge Graphs with Hierarchical Types IJCAI 2016