Xiaocheng Feng

MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents ACL 2026 Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation ACL 2026 ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models ACL 2026 Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ACL 2026 Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering ACL 2026 Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026 Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play ACL 2026 LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026 Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation AAAI 2026 The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance AAAI 2026 CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation AAAI 2026 Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025 Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025 FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025 Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective AAAI 2025 Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis COLING 2025 SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025 RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025 Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025 Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NIPS 2024 Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024 An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024 Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024 Learning Fine-Grained Grounded Citations for Attributed Large Language Models ACL 2024 Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024 Advancing Large Language Model Attribution through Self-Improving EMNLP 2024 Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024 Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 SCIR-MT’s Submission for WMT24 General Machine Translation Task EMNLP 2024 STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023 Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023 Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023 Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023 Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023 Improved Visual Story Generation with Adaptive Context Modeling ACL 2023 Unifying the Convergences in Multilingual Neural Machine Translation EMNLP 2022 A Survey on Dialogue Summarization: Recent Advances and New Frontiers IJCAI 2022 MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022 Improving Controllable Text Generation with Position-Aware Weighted Decoding ACL 2022 A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022 Learning to Rewrite for Non-Autoregressive Neural Machine Translation EMNLP 2021 Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization IJCAI 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021 Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation AAAI 2020 Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020 Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification EMNLP 2020 TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching COLING 2020 CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020 Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019 Enhancing Neural Data-To-Text Generation Models with External Background Knowledge IJCNLP 2019 Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) IJCNLP 2019 Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) EMNLP 2019 Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018 Topic-to-Essay Generation with Neural Networks IJCAI 2018 Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018 Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer IJCAI 2018 Effective Deep Memory Networks for Distant Supervised Relation Extraction IJCAI 2017 Liberal Event Extraction and Event Schema Induction ACL 2016 English-Chinese Knowledge Base Translation with Neural Network COLING 2016 Bitext Name Tagging for Cross-lingual Entity Annotation Projection COLING 2016 Effective LSTMs for Target-Dependent Sentiment Classification COLING 2016 A Language-Independent Neural Network for Event Detection ACL 2016