Weipeng Chen
23 papers · 2011–2025 · 9 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (47) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π¬ Deep Specialist (10)
π€
Dynamic Duo
(14)
ποΈ
Keyword Collector
(116)
β
The Questioner
β‘
Prolific Year Β· Prolific
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(18)
Core AI
(17)
Machine Learning
(14)
Natural Language Processing
(14)
Resources & Methods
(9)
Optimization & Theory
(7)
Deep Learning
(6)
Generation
(6)
Learning Types
(6)
Application Areas
(5)
Learning Paradigms
(4)
Core Methods
(3)
Models
(3)
Computer Vision
(2)
Applications
(2)
Keywords
large language model
(9)
benchmark evaluation
(3)
positional encoding
(3)
multimodal learning
(2)
model merging
(2)
instruction following
(2)
dialogue system
(2)
synthetic data
(2)
model compression
(2)
multi-turn dialogue
(2)
transformer architecture
(2)
video understanding
(2)
multimodal large language model
(2)
conversational ai
(1)
in-context learning
(1)
transfer learning
(1)
knowledge distillation
(1)
attention mechanism
(1)
multi-task learning
(1)
motion estimation
(1)
Papers
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
CVPR 2025
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
ACL 2025
Efficient Motion-Aware Video MLLM
CVPR 2025
Exploring the Design Space of Visual Context Representation in Video MLLMs
ICLR 2025
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
EMNLP 2025
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
ICLR 2025
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMsβ Responsiveness to Human Feedback
EMNLP 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning
CVPR 2025
KV Shifting Attention Enhances Language Modeling
ICML 2025
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
ACL 2025
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
ICML 2025
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
ICLR 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation
COLING 2025
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
ACL 2025
SysBench: Can LLMs Follow System Message?
ICLR 2025
Base of RoPE Bounds Context Length
NeurIPS 2024
Exploring Context Window of Large Language Models via Decomposed Positional Vectors
NeurIPS 2024
KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents
ACL 2024
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
EMNLP 2024
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
EMNLP 2024
BERT-Sort: A Zero-shot MLM Semantic Encoder on Ordinal Features for AutoML
AutoML 2022
Multi-Lingual Question Generation with Language Agnostic Language Model
ACL 2021
Coreference Resolution System using Maximum Entropy Classifier
CoNLL 2011