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Guanhua Chen

41 papers · 2020–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) πŸƒ Academic Marathon (5)
πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (20) 🧬 Topic Evolution πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (163) πŸ’Ž Century Club (30) ❓ The Questioner ⚑ Prolific Year (5)

Conferences

ACL (19) EMNLP (10) NAACL (4) AAAI (3) NIPS (2) AISTATS (1) COLING (1) IJCAI (1)

Papers

Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief AAAI 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents ACL 2026 InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning ACL 2026 Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem ACL 2026 VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026 From Word to World: Can Large Language Models be Implicit Text-based World Models? ACL 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks ACL 2026 CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models ACL 2026 No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning ACL 2026 Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025 The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing ACL 2025 PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models EMNLP 2025 Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025 SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025 MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning NAACL 2025 Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework ACL 2025 FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025 PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024 SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NIPS 2024 An effective framework for estimating individualized treatment rules NIPS 2024 A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024 Distract Large Language Models for Automatic Jailbreak Attack EMNLP 2024 mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023 StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation EMNLP 2023 XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation EMNLP 2022 Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022 Multilingual Sentence Transformer as A Multilingual Word Aligner EMNLP 2022 Policy Learning for Optimal Individualized Dose Intervals AISTATS 2022 Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance AAAI 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Accurate Word Alignment Induction from Neural Machine Translation EMNLP 2020 Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation IJCAI 2020