Hongcheng Guo
23 papers · 2022–2026 · 9 venues · across top CS/AI venues
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Artificial Intelligence
(19)
Natural Language Processing
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(15)
Machine Learning
(11)
Resources & Methods
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Deep Learning
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Learning Types Β· Deep Learning
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Computer Vision
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Keywords
large language model
(11)
code generation
(4)
multimodal learning
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benchmark evaluation
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multilingual translation
(3)
domain adaptation
(2)
social networking service
(2)
cross-lingual transfer
(2)
language model
(2)
visual prompt
(2)
code understanding
(2)
instruction tuning
(2)
neural machine translation
(2)
low-resource language
(2)
chain-of-thought prompting
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knowledge distillation
(1)
attention mechanism
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few-shot learning
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mathematical reasoning
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sequence labeling
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Papers
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
ACL 2026
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation
ACL 2025
DependEval: Benchmarking LLMs for Repository Dependency Understanding
ACL 2025
IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web
ACL 2025
McEval: Massively Multilingual Code Evaluation
ICLR 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow
AAAI 2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
EMNLP 2025
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks
ICML 2025
SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services
ICML 2025
Towards Multi-System Log Anomaly Detection
ACL 2025
XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
AAAI 2025
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
AAAI 2024
LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
CVPR 2024
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt
COLING 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture
EMNLP 2024
OWL: A Large Language Model for IT Operations
ICLR 2024
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts
NeurIPS 2024
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
ACL 2024
UniCoder: Scaling Code Large Language Model via Universal Code
ACL 2024
M2C: Towards Automatic Multimodal Manga Complement
EMNLP 2023
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation
EMNLP 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation
EMNLP 2022
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation
IJCAI 2022