Congzhi Zhang
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
contrastive learning
(2)
front-door adjustment
(2)
causal inference
(2)
fact verification
(1)
prompt engineering
(1)
visual reasoning
(1)
conversational search
(1)
query reformulation
(1)
monte carlo tree search
(1)
tree search
(1)
bias mitigation
(1)
inference optimization
(1)
large vision-language model
(1)
inference acceleration
(1)
multimodal reasoning
(1)
multi-hop reasoning
(1)
speculative decoding
(1)
gpu memory
(1)
probabilistic embedding
(1)
semantic retrieval
(1)
Papers
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment
COLING 2025
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment
AAAI 2025
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding
COLING 2025
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism
ACL 2025
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment
AAAI 2024
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding
ACL 2023