Xin Li

Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks ACL 2026 Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors AAAI 2026 UVU: Improving Multimodal Understanding via Vision-Language Unified Autoregressive Paradigm CVPR 2026 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025 LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization ICLR 2025 MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025 RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding ICML 2025 SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages NAACL 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025 AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation EMNLP 2024 CLEX: Continuous Length Extrapolation for Large Language Models ICLR 2024 Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models CVPR 2024 Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024 HRVDA: High-Resolution Visual Document Assistant CVPR 2024 Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding CVPR 2024 SeaLLMs - Large Language Models for Southeast Asia ACL 2024 Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective NeurIPS 2024 AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ACL 2023 Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023 From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NeurIPS 2023 Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023 Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023 Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023 PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023 Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding EMNLP 2023 mPMR: A Multilingual Pre-trained Machine Reader at Scale ACL 2023 ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022 Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022 NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition CVPR 2022 Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP 2022 Aspect Sentiment Quad Prediction as Paraphrase Generation EMNLP 2021 Aspect-based Sentiment Analysis in Question Answering Forums EMNLP 2021 Multilingual AMR Parsing with Noisy Knowledge Distillation EMNLP 2021 Towards Generative Aspect-Based Sentiment Analysis ACL 2021 Relevance-Promoting Language Model for Short-Text Conversation AAAI 2020 A Unified Model for Opinion Target Extraction and Target Sentiment Prediction AAAI 2019 Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP 2019 Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019 Aspect Term Extraction with History Attention and Selective Transformation IJCAI 2018 Transformation Networks for Target-Oriented Sentiment Classification ACL 2018 Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP 2017