Xiaotao Gu
30 papers · 2018–2026 · 11 conferences · across top CS/AI conferences
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Conferences
ACL (11)
EMNLP (5)
ICLR (4)
ICCV (2)
NAACL (2)
AAAI (1)
CVPR (1)
ECCV (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(8)
benchmark evaluation
(6)
reinforcement learning
(4)
multimodal large language model
(3)
vision-language model
(3)
vision language model
(2)
neural network
(2)
dynamic context augmentation
(2)
visual question answering
(2)
prompt optimization
(2)
video question answering
(2)
sequence labeling
(2)
entity linking
(2)
collective inference
(2)
distant supervision
(2)
natural language inference
(1)
preference alignment
(1)
domain adaptation
(1)
attention mechanism
(1)
preference learning
(1)
Papers
Glyph: Scaling Context Windows via Visual-Text Compression
ACL 2026
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
AAAI 2026
HoWToBench: Holistic Evaluation for LLMβs Capability in Human-level Writing using Tree of Writing
ACL 2026
LVBench: An Extreme Long Video Understanding Benchmark
ICCV 2025
LongSafety: Evaluating Long-Context Safety of Large Language Models
ACL 2025
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
ACL 2025
MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors
ACL 2025
IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit
ACL 2025
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
ACL 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models
CVPR 2025
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
ICLR 2025
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
ICLR 2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
ICLR 2025
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
ICCV 2025
Benchmarking Complex Instruction-Following with Multiple Constraints Composition
NIPS 2024
AlignBench: Benchmarking Chinese Alignment of Large Language Models
ACL 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries
ACL 2024
CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion
ECCV 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
EMNLP 2024
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
ICLR 2024
Phrase-aware Unsupervised Constituency Parsing
ACL 2022
On the Transformer Growth for Progressive BERT Training
NAACL 2021
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning
EMNLP 2020
Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training
IJCAI 2020
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering
NAACL 2019
Learning Dynamic Context Augmentation for Global Entity Linking
EMNLP 2019
Learning Dynamic Context Augmentation for Global Entity Linking
IJCNLP 2019
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
EMNLP 2018
Learning Named Entity Tagger using Domain-Specific Dictionary
EMNLP 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
ACL 2018