Xiaocheng Feng

68 papers · 2016–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (9) 🏠 Conference Loyalist (21) 🤝 Dynamic Duo (57) 🌱 Topic Pioneer 🔬 Deep Specialist (12) 🧬 Topic Evolution 🏆 Keyword Champion (5) ⚡ Prolific Year (12) 💎 Century Club (63) 🔥 Unstoppable (10) 📈 Trend Setter 🗃️ Keyword Collector (309)

Conferences

EMNLP (21) ACL (18) AAAI (11) COLING (7) IJCAI (5) IJCNLP (3) NIPS (2) CVPR (1)

Top co-authors

Bing Qin (58) Ting Liu (26) Xiachong Feng (19) Lei Huang (15) Weihong Zhong (14) Duyu Tang (14) Yuxuan Gu (13) Yichong Huang (13) Weitao Ma (12) Heng Gong (9)

Research topics

Keywords

large language model (17) neural network (7) vision-language model (6) attention mechanism (6) knowledge distillation (5) cross-lingual transfer (5) hallucination mitigation (5) table-to-text generation (4) dialogue summarization (4) machine translation (4) reinforcement learning (3) sequence-to-sequence model (3) pre-trained language model (3) text summarization (3) pre-trained model (3) representation learning (3) low-resource language (3) text generation (3) neural machine translation (3) knowledge base (3)

Papers

Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026

LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026

The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance AAAI 2026

Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation AAAI 2026

CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation AAAI 2026

Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 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

From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems 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

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

Length Controlled Generation for Black-box LLMs ACL 2025

One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025

Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025

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

Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024

Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024

Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024

Advancing Large Language Model Attribution through Self-Improving EMNLP 2024

Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024

Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NIPS 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 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

SCIR-MT’s Submission for WMT24 General Machine Translation Task EMNLP 2024

Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024

Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024

Improved Visual Story Generation with Adaptive Context Modeling ACL 2023

STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023

Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023

Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023

Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023

Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023

MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022

Unifying the Convergences in Multilingual Neural Machine Translation EMNLP 2022

A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022

A Survey on Dialogue Summarization: Recent Advances and New Frontiers IJCAI 2022

Improving Controllable Text Generation with Position-Aware Weighted Decoding ACL 2022

Learning to Rewrite for Non-Autoregressive Neural Machine Translation EMNLP 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021

Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization IJCAI 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021

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 Content Planning for Table-to-Text Generation with Data Understanding and Verification EMNLP 2020

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 Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) 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

Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018

Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer IJCAI 2018

Topic-to-Essay Generation with Neural Networks IJCAI 2018

Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018

Effective Deep Memory Networks for Distant Supervised Relation Extraction IJCAI 2017

A Language-Independent Neural Network for Event Detection ACL 2016

Effective LSTMs for Target-Dependent Sentiment Classification COLING 2016

English-Chinese Knowledge Base Translation with Neural Network COLING 2016

Bitext Name Tagging for Cross-lingual Entity Annotation Projection COLING 2016

Liberal Event Extraction and Event Schema Induction ACL 2016