Fengxiang Cheng

5 papers · 2025–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ⭐ Rising Star (5)

Venues

AAAI (2) IJCAI (2) EMNLP (1)

Top co-authors

Robert Van Rooij (3) Fenrong Liu (3) Haoxuan Li (2) Chuan Zhou (2) Xiang Li (1) Zhouchen Lin (1) Mingming Gong (1) Kun Zhang (1) Alina Leidinger (1)

Research topics

Artificial Intelligence (4) Natural Language Processing (4) Core AI (4) Machine Learning (3) Applications (3) Optimization & Theory (2) Core Methods (1) Generation (1) Learning Types (1) Resources & Methods (1)

Keywords

logical reasoning (4) sentiment classification (2) large language model (2) causal inference (2) natural language inference (1) question answering (1) spurious correlation (1) formal language (1) multi-agent debate (1) abductive reasoning (1) propositional logic (1) symbolic representation (1) modal logic (1) counterfactual learning (1) deductive reasoning (1) logical consistency (1) causal relationship (1) neuro-symbolic reasoning (1) text classifier (1) reasoning complexity (1)

Papers

Empowering LLMs with Symbolic Representation and Reasoning AAAI 2026 Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract) AAAI 2026 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Enhancing the Logical Reasoning Abilities of Large Language Models IJCAI 2025 Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025