Bingxiang He
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Unstoppable · Bronze
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Venues
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Keywords
large language model
(2)
language model agent
(2)
reinforcement learning
(2)
zero-shot learning
(1)
model security
(1)
natural language processing
(1)
adversarial learning
(1)
puzzle solving
(1)
chain-of-thought reasoning
(1)
text generation
(1)
model architecture
(1)
working memory
(1)
instruction tuning
(1)
agent interaction
(1)
training efficiency
(1)
generalization ability
(1)
backdoor attack
(1)
adversarial defense
(1)
vision-language model
(1)
text classification
(1)
Papers
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
ACL 2026
Current Agents Fail to Leverage World Model as Tool for Foresight
ACL 2026
MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
CVPR 2026
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
ACL 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
ACL 2025
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
ACL 2024
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback
ICML 2024
Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT
EMNLP 2023
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks
NeurIPS 2022