Kexun Zhang
18 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (43) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (107)
🌈
Renaissance Researcher
(6)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(11)
Machine Learning
(8)
Deep Learning
(7)
Natural Language Processing
(7)
Models
(5)
Resources & Methods
(4)
Applications
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Keywords
large language model
(6)
multi-agent system
(2)
text generation
(2)
image generation
(2)
diffusion model
(2)
in-context learning
(2)
neural machine translation
(1)
program synthesis
(1)
language model adaptation
(1)
code generation
(1)
human judgment
(1)
feature attribution
(1)
historical linguistics
(1)
image denoising
(1)
text summarization
(1)
connectionist temporal classification
(1)
value function
(1)
iterative refinement
(1)
synthetic data generation
(1)
ai-generated content
(1)
Papers
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference
ICLR 2025
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
ICLR 2025
Extrapolating to Unknown Opinions Using LLMs
COLING 2025
Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data
ICLR 2025
Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated
ACL 2025
Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction
ACL 2025
Revealing the Barriers of Language Agents in Planning
NAACL 2025
Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation
NAACL 2025
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
ICLR 2025
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions
ACL 2024
Invisible Image Watermarks Are Provably Removable Using Generative AI
NeurIPS 2024
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
ICML 2024
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
NeurIPS 2023
Large Language Models Are Partially Primed in Pronoun Interpretation
ACL 2023
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
ICML 2023
A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation
NAACL 2022
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization
ACL 2022
WSRGlow: A Glow-Based Waveform Generative Model for Audio Super-Resolution
Interspeech 2021